La siguiente tarea busca reforzar tu aprendiza de los temas cubiertos en clase, así como poner en práctica tus habilidades en el manejo de datos masivos.
Resuelve cada uno de los puntos para la base de datos cars.csv No olvides cargar la libreria ´dplyr´antes de iniciar con tu programa
Almacena la información del archivo cars.csv en una variable llamada mis_datos y revisa su estructura con la función str()
library(readxl)
library(MASS)
library(stats)
library(psych)
library(dplyr)##
## Attaching package: 'dplyr'## The following object is masked from 'package:MASS':
##
## select## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(openxlsx)
library(ggplot2)##
## Attaching package: 'ggplot2'## The following objects are masked from 'package:psych':
##
## %+%, alphamis_datos = read.csv("cars.csv")
str(mis_datos)## 'data.frame': 428 obs. of 15 variables:
## $ Make : chr "Acura" "Acura" "Acura" "Acura" ...
## $ Model : chr "MDX" "RSX Type S 2dr" "TSX 4dr" "TL 4dr" ...
## $ Type : chr "SUV" "Sedan" "Sedan" "Sedan" ...
## $ Origin : chr "Asia" "Asia" "Asia" "Asia" ...
## $ DriveTrain : chr "All" "Front" "Front" "Front" ...
## $ MSRP : num 36945 23820 26990 33195 43755 ...
## $ Invoice : num 33337 21761 24647 30299 39014 ...
## $ EngineSize : num 3.5 2 2.4 3.2 3.5 3.5 3.2 1.8 1.8 3 ...
## $ Cylinders : int 6 4 4 6 6 6 6 4 4 6 ...
## $ Horsepower : int 265 200 200 270 225 225 290 170 170 220 ...
## $ MPG_City : int 17 24 22 20 18 18 17 22 23 20 ...
## $ MPG_Highway: int 23 31 29 28 24 24 24 31 30 28 ...
## $ Weight : int 4451 2778 3230 NA 3880 3893 3153 3252 3638 3462 ...
## $ Wheelbase : int 106 101 105 108 115 115 100 104 105 104 ...
## $ Length : int 189 172 183 186 197 197 174 179 180 179 ...Como puedes ver, la base de datos cuenta con 428 observaciones y 15 variables. Las variables incluidas son: - Make = La marca del fabricante del automóvil - Model = El modelo del automóvil - Type = El tipo de automóvil - Origin = En dónde fue fabricado - DriveTrain = Indica el tipo de transmición - MSRP = Es el precio de venta en dólares sugerido por el fabricate - Invoice = Es el valor de la factura del automóvil - EngineSize = Es el tamaño del motor - Cylinders = Indica con cuántos cilindros cuenta - Horsepower = La potencia del automóvil en caballos de fuerza - MPG_City = Millas por galón de combustible en la ciudad - MPG_Highway = Millas por galón de combustible en carretera - Weight = Peso del automóvil en libras - Wheelbase = La distancia que hay entre el eje delantero y el eje trasero en pulgadas - Length = La longitud del automóvil en pulgadas
Revisa si en la variable mis_datos existen missing values, de ser así reemplazalos por la media.
anyNA(mis_datos)## [1] TRUEMis_Datos.Sna = na.omit(mis_datos)
median_EngineS= median(Mis_Datos.Sna$EngineSize)
median_Cylinders= median(Mis_Datos.Sna$Cylinders)
mean_HorseP = mean(Mis_Datos.Sna$Horsepower)
mean_MPGC= mean(Mis_Datos.Sna$MPG_City)
mean_MPGH= mean(Mis_Datos.Sna$MPG_Highway)
mean_w= mean(Mis_Datos.Sna$Weight)
median_WhB= median(Mis_Datos.Sna$Wheelbase)
median_len= median(Mis_Datos.Sna$Length)
mis_datos$EngineSize[is.na(mis_datos$EngineSize)] = median_EngineS
mis_datos$Cylinders[is.na(mis_datos$Cylinders)] = median_Cylinders
mis_datos$Horsepower[is.na(mis_datos$Horsepower)] = mean_HorseP
mis_datos$MPG_City[is.na(mis_datos$MPG_City)]= mean_MPGC
mis_datos$MPG_Highway[is.na(mis_datos$MPG_Highway)]= mean_MPGH
mis_datos$Weight[is.na(mis_datos$Weight)]= mean_w
mis_datos$Wheelbase[is.na(mis_datos$Wheelbase)]= median_WhB
mis_datos$Length[is.na(mis_datos$Length)]= median_len
mis_datos## Make Model Type Origin
## 1 Acura MDX SUV Asia
## 2 Acura RSX Type S 2dr Sedan Asia
## 3 Acura TSX 4dr Sedan Asia
## 4 Acura TL 4dr Sedan Asia
## 5 Acura 3.5 RL 4dr Sedan Asia
## 6 Acura 3.5 RL w/Navigation 4dr Sedan Asia
## 7 Acura NSX coupe 2dr manual S Sports Asia
## 8 Audi A4 1.8T 4dr Sedan Europe
## 9 Audi A41.8T convertible 2dr Sedan Europe
## 10 Audi A4 3.0 4dr Sedan Europe
## 11 Audi A4 3.0 Quattro 4dr manual Sedan Europe
## 12 Audi A4 3.0 Quattro 4dr auto Sedan Europe
## 13 Audi A6 3.0 4dr Sedan Europe
## 14 Audi A6 3.0 Quattro 4dr Sedan Europe
## 15 Audi A4 3.0 convertible 2dr Sedan Europe
## 16 Audi A4 3.0 Quattro convertible 2dr Sedan Europe
## 17 Audi A6 2.7 Turbo Quattro 4dr Sedan Europe
## 18 Audi A6 4.2 Quattro 4dr Sedan Europe
## 19 Audi A8 L Quattro 4dr Sedan Europe
## 20 Audi S4 Quattro 4dr Sedan Europe
## 21 Audi RS 6 4dr Sports Europe
## 22 Audi TT 1.8 convertible 2dr (coupe) Sports Europe
## 23 Audi TT 1.8 Quattro 2dr (convertible) Sports Europe
## 24 Audi TT 3.2 coupe 2dr (convertible) Sports Europe
## 25 Audi A6 3.0 Avant Quattro Wagon Europe
## 26 Audi S4 Avant Quattro Wagon Europe
## 27 BMW X3 3.0i SUV Europe
## 28 BMW X5 4.4i SUV Europe
## 29 BMW 325i 4dr Sedan Europe
## 30 BMW 325Ci 2dr Sedan Europe
## 31 BMW 325Ci convertible 2dr Sedan Europe
## 32 BMW 325xi 4dr Sedan Europe
## 33 BMW 330i 4dr Sedan Europe
## 34 BMW 330Ci 2dr Sedan Europe
## 35 BMW 330xi 4dr Sedan Europe
## 36 BMW 525i 4dr Sedan Europe
## 37 BMW 330Ci convertible 2dr Sedan Europe
## 38 BMW 530i 4dr Sedan Europe
## 39 BMW 545iA 4dr Sedan Europe
## 40 BMW 745i 4dr Sedan Europe
## 41 BMW 745Li 4dr Sedan Europe
## 42 BMW M3 coupe 2dr Sports Europe
## 43 BMW M3 convertible 2dr Sports Europe
## 44 BMW Z4 convertible 2.5i 2dr Sports Europe
## 45 BMW Z4 convertible 3.0i 2dr Sports Europe
## 46 BMW 325xi Sport Wagon Europe
## 47 Buick Rainier SUV USA
## 48 Buick Rendezvous CX SUV USA
## 49 Buick Century Custom 4dr Sedan USA
## 50 Buick LeSabre Custom 4dr Sedan USA
## 51 Buick Regal LS 4dr Sedan USA
## 52 Buick Regal GS 4dr Sedan USA
## 53 Buick LeSabre Limited 4dr Sedan USA
## 54 Buick Park Avenue 4dr Sedan USA
## 55 Buick Park Avenue Ultra 4dr Sedan USA
## 56 Cadillac Escalade SUV USA
## 57 Cadillac SRX V8 SUV USA
## 58 Cadillac CTS VVT 4dr Sedan USA
## 59 Cadillac Deville 4dr Sedan USA
## 60 Cadillac Deville DTS 4dr Sedan USA
## 61 Cadillac Seville SLS 4dr Sedan USA
## 62 Cadillac XLR convertible 2dr Sports USA
## 63 Cadillac Escalade EXT Truck USA
## 64 Chevrolet Suburban 1500 LT SUV USA
## 65 Chevrolet Tahoe LT SUV USA
## 66 Chevrolet TrailBlazer LT SUV USA
## 67 Chevrolet Tracker SUV USA
## 68 Chevrolet Aveo 4dr Sedan USA
## 69 Chevrolet Aveo LS 4dr hatch Sedan USA
## 70 Chevrolet Cavalier 2dr Sedan USA
## 71 Chevrolet Cavalier 4dr Sedan USA
## 72 Chevrolet Cavalier LS 2dr Sedan USA
## 73 Chevrolet Impala 4dr Sedan USA
## 74 Chevrolet Malibu 4dr Sedan USA
## 75 Chevrolet Malibu LS 4dr Sedan USA
## 76 Chevrolet Monte Carlo LS 2dr Sedan USA
## 77 Chevrolet Impala LS 4dr Sedan USA
## 78 Chevrolet Impala SS 4dr Sedan USA
## 79 Chevrolet Malibu LT 4dr Sedan USA
## 80 Chevrolet Monte Carlo SS 2dr Sedan USA
## 81 Chevrolet Astro Sedan USA
## 82 Chevrolet Venture LS Sedan USA
## 83 Chevrolet Corvette 2dr Sports USA
## 84 Chevrolet Corvette convertible 2dr Sports USA
## 85 Chevrolet Avalanche 1500 Truck USA
## 86 Chevrolet Colorado Z85 Truck USA
## 87 Chevrolet Silverado 1500 Regular Cab Truck USA
## 88 Chevrolet Silverado SS Truck USA
## 89 Chevrolet SSR Truck USA
## 90 Chevrolet Malibu Maxx LS Wagon USA
## 91 Chrysler PT Cruiser 4dr Sedan USA
## 92 Chrysler PT Cruiser Limited 4dr Sedan USA
## 93 Chrysler Sebring 4dr Sedan USA
## 94 Chrysler Sebring Touring 4dr Sedan USA
## 95 Chrysler 300M 4dr Sedan USA
## 96 Chrysler Concorde LX 4dr Sedan USA
## 97 Chrysler Concorde LXi 4dr Sedan USA
## 98 Chrysler PT Cruiser GT 4dr Sedan USA
## 99 Chrysler Sebring convertible 2dr Sedan USA
## 100 Chrysler 300M Special Edition 4dr Sedan USA
## 101 Chrysler Sebring Limited convertible 2dr Sedan USA
## 102 Chrysler Town and Country LX Sedan USA
## 103 Chrysler Town and Country Limited Sedan USA
## 104 Chrysler Crossfire 2dr Sports USA
## 105 Chrysler Pacifica Wagon USA
## 106 Dodge Durango SLT SUV USA
## 107 Dodge Neon SE 4dr Sedan USA
## 108 Dodge Neon SXT 4dr Sedan USA
## 109 Dodge Intrepid SE 4dr Sedan USA
## 110 Dodge Stratus SXT 4dr Sedan USA
## 111 Dodge Stratus SE 4dr Sedan USA
## 112 Dodge Intrepid ES 4dr Sedan USA
## 113 Dodge Caravan SE Sedan USA
## 114 Dodge Grand Caravan SXT Sedan USA
## 115 Dodge Viper SRT-10 convertible 2dr Sports USA
## 116 Dodge Dakota Regular Cab Truck USA
## 117 Dodge Dakota Club Cab Truck USA
## 118 Dodge Ram 1500 Regular Cab ST Truck USA
## 119 Ford Excursion 6.8 XLT SUV USA
## 120 Ford Expedition 4.6 XLT SUV USA
## 121 Ford Explorer XLT V6 SUV USA
## 122 Ford Escape XLS SUV USA
## 123 Ford Focus ZX3 2dr hatch Sedan USA
## 124 Ford Focus LX 4dr Sedan USA
## 125 Ford Focus SE 4dr Sedan USA
## 126 Ford Focus ZX5 5dr Sedan USA
## 127 Ford Focus SVT 2dr Sedan USA
## 128 Ford Taurus LX 4dr Sedan USA
## 129 Ford Taurus SES Duratec 4dr Sedan USA
## 130 Ford Crown Victoria 4dr Sedan USA
## 131 Ford Crown Victoria LX 4dr Sedan USA
## 132 Ford Crown Victoria LX Sport 4dr Sedan USA
## 133 Ford Freestar SE Sedan USA
## 134 Ford Mustang 2dr (convertible) Sports USA
## 135 Ford Mustang GT Premium convertible 2dr Sports USA
## 136 Ford Thunderbird Deluxe convert w/hardtop 2d Sports USA
## 137 Ford F-150 Regular Cab XL Truck USA
## 138 Ford F-150 Supercab Lariat Truck USA
## 139 Ford Ranger 2.3 XL Regular Cab Truck USA
## 140 Ford Focus ZTW Wagon USA
## 141 Ford Taurus SE Wagon USA
## 142 GMC Envoy XUV SLE SUV USA
## 143 GMC Yukon 1500 SLE SUV USA
## 144 GMC Yukon XL 2500 SLT SUV USA
## 145 GMC Safari SLE Sedan USA
## 146 GMC Canyon Z85 SL Regular Cab Truck USA
## 147 GMC Sierra Extended Cab 1500 Truck USA
## 148 GMC Sierra HD 2500 Truck USA
## 149 GMC Sonoma Crew Cab Truck USA
## 150 Honda Civic Hybrid 4dr manual (gas/electric) Hybrid Asia
## 151 Honda Insight 2dr (gas/electric) Hybrid Asia
## 152 Honda Pilot LX SUV Asia
## 153 Honda CR-V LX SUV Asia
## 154 Honda Element LX SUV Asia
## 155 Honda Civic DX 2dr Sedan Asia
## 156 Honda Civic HX 2dr Sedan Asia
## 157 Honda Civic LX 4dr Sedan Asia
## 158 Honda Accord LX 2dr Sedan Asia
## 159 Honda Accord EX 2dr Sedan Asia
## 160 Honda Civic EX 4dr Sedan Asia
## 161 Honda Civic Si 2dr hatch Sedan Asia
## 162 Honda Accord LX V6 4dr Sedan Asia
## 163 Honda Accord EX V6 2dr Sedan Asia
## 164 Honda Odyssey LX Sedan Asia
## 165 Honda Odyssey EX Sedan Asia
## 166 Honda S2000 convertible 2dr Sports Asia
## 167 Hummer H2 SUV USA
## 168 Hyundai Santa Fe GLS SUV Asia
## 169 Hyundai Accent 2dr hatch Sedan Asia
## 170 Hyundai Accent GL 4dr Sedan Asia
## 171 Hyundai Accent GT 2dr hatch Sedan Asia
## 172 Hyundai Elantra GLS 4dr Sedan Asia
## 173 Hyundai Elantra GT 4dr Sedan Asia
## 174 Hyundai Elantra GT 4dr hatch Sedan Asia
## 175 Hyundai Sonata GLS 4dr Sedan Asia
## 176 Hyundai Sonata LX 4dr Sedan Asia
## 177 Hyundai XG350 4dr Sedan Asia
## 178 Hyundai XG350 L 4dr Sedan Asia
## 179 Hyundai Tiburon GT V6 2dr Sports Asia
## 180 Infiniti G35 4dr Sedan Asia
## 181 Infiniti G35 Sport Coupe 2dr Sedan Asia
## 182 Infiniti G35 4dr Sedan Asia
## 183 Infiniti I35 4dr Sedan Asia
## 184 Infiniti M45 4dr Sedan Asia
## 185 Infiniti Q45 Luxury 4dr Sedan Asia
## 186 Infiniti FX35 Wagon Asia
## 187 Infiniti FX45 Wagon Asia
## 188 Isuzu Ascender S SUV Asia
## 189 Isuzu Rodeo S SUV Asia
## 190 Jaguar X-Type 2.5 4dr Sedan Europe
## 191 Jaguar X-Type 3.0 4dr Sedan Europe
## 192 Jaguar S-Type 3.0 4dr Sedan Europe
## 193 Jaguar S-Type 4.2 4dr Sedan Europe
## 194 Jaguar S-Type R 4dr Sedan Europe
## 195 Jaguar Vanden Plas 4dr Sedan Europe
## 196 Jaguar XJ8 4dr Sedan Europe
## 197 Jaguar XJR 4dr Sedan Europe
## 198 Jaguar XK8 coupe 2dr Sports Europe
## 199 Jaguar XK8 convertible 2dr Sports Europe
## 200 Jaguar XKR coupe 2dr Sports Europe
## 201 Jaguar XKR convertible 2dr Sports Europe
## 202 Jeep Grand Cherokee Laredo SUV USA
## 203 Jeep Liberty Sport SUV USA
## 204 Jeep Wrangler Sahara convertible 2dr SUV USA
## 205 Kia Sorento LX SUV Asia
## 206 Kia Optima LX 4dr Sedan Asia
## 207 Kia Rio 4dr manual Sedan Asia
## 208 Kia Rio 4dr auto Sedan Asia
## 209 Kia Spectra 4dr Sedan Asia
## 210 Kia Spectra GS 4dr hatch Sedan Asia
## 211 Kia Spectra GSX 4dr hatch Sedan Asia
## 212 Kia Optima LX V6 4dr Sedan Asia
## 213 Kia Amanti 4dr Sedan Asia
## 214 Kia Sedona LX Sedan Asia
## 215 Kia Rio Cinco Wagon Asia
## 216 Land Rover Range Rover HSE SUV Europe
## 217 Land Rover Discovery SE SUV Europe
## 218 Land Rover Freelander SE SUV Europe
## 219 Lexus GX 470 SUV Asia
## 220 Lexus LX 470 SUV Asia
## 221 Lexus RX 330 SUV Asia
## 222 Lexus ES 330 4dr Sedan Asia
## 223 Lexus IS 300 4dr manual Sedan Asia
## 224 Lexus IS 300 4dr auto Sedan Asia
## 225 Lexus GS 300 4dr Sedan Asia
## 226 Lexus GS 430 4dr Sedan Asia
## 227 Lexus LS 430 4dr Sedan Asia
## 228 Lexus SC 430 convertible 2dr Sports Asia
## 229 Lexus IS 300 SportCross Wagon Asia
## 230 Lincoln Navigator Luxury SUV USA
## 231 Lincoln Aviator Ultimate SUV USA
## 232 Lincoln LS V6 Luxury 4dr Sedan USA
## 233 Lincoln LS V6 Premium 4dr Sedan USA
## 234 Lincoln LS V8 Sport 4dr Sedan USA
## 235 Lincoln LS V8 Ultimate 4dr Sedan USA
## 236 Lincoln Town Car Signature 4dr Sedan USA
## 237 Lincoln Town Car Ultimate 4dr Sedan USA
## 238 Lincoln Town Car Ultimate L 4dr Sedan USA
## 239 MINI Cooper Sedan Europe
## 240 MINI Cooper S Sedan Europe
## 241 Mazda Tribute DX 2.0 SUV Asia
## 242 Mazda Mazda3 i 4dr Sedan Asia
## 243 Mazda Mazda3 s 4dr Sedan Asia
## 244 Mazda Mazda6 i 4dr Sedan Asia
## 245 Mazda MPV ES Sedan Asia
## 246 Mazda MX-5 Miata convertible 2dr Sports Asia
## 247 Mazda MX-5 Miata LS convertible 2dr Sports Asia
## 248 Mazda RX-8 4dr automatic Sports Asia
## 249 Mazda RX-8 4dr manual Sports Asia
## 250 Mazda B2300 SX Regular Cab Truck Asia
## 251 Mazda B4000 SE Cab Plus Truck Asia
## 252 Mercedes-Benz G500 SUV Europe
## 253 Mercedes-Benz ML500 SUV Europe
## 254 Mercedes-Benz C230 Sport 2dr Sedan Europe
## 255 Mercedes-Benz C320 Sport 2dr Sedan Europe
## 256 Mercedes-Benz C240 4dr Sedan Europe
## 257 Mercedes-Benz C240 4dr Sedan Europe
## 258 Mercedes-Benz C320 Sport 4dr Sedan Europe
## 259 Mercedes-Benz C320 4dr Sedan Europe
## 260 Mercedes-Benz C320 4dr Sedan Europe
## 261 Mercedes-Benz C32 AMG 4dr Sedan Europe
## 262 Mercedes-Benz CL500 2dr Sedan Europe
## 263 Mercedes-Benz CL600 2dr Sedan Europe
## 264 Mercedes-Benz CLK320 coupe 2dr (convertible) Sedan Europe
## 265 Mercedes-Benz CLK500 coupe 2dr (convertible) Sedan Europe
## 266 Mercedes-Benz E320 4dr Sedan Europe
## 267 Mercedes-Benz E500 4dr Sedan Europe
## 268 Mercedes-Benz S430 4dr Sedan Europe
## 269 Mercedes-Benz S500 4dr Sedan Europe
## 270 Mercedes-Benz SL500 convertible 2dr Sports Europe
## 271 Mercedes-Benz SL55 AMG 2dr Sports Europe
## 272 Mercedes-Benz SL600 convertible 2dr Sports Europe
## 273 Mercedes-Benz SLK230 convertible 2dr Sports Europe
## 274 Mercedes-Benz SLK32 AMG 2dr Sports Europe
## 275 Mercedes-Benz C240 Wagon Europe
## 276 Mercedes-Benz E320 Wagon Europe
## 277 Mercedes-Benz E500 Wagon Europe
## 278 Mercury Mountaineer SUV USA
## 279 Mercury Sable GS 4dr Sedan USA
## 280 Mercury Grand Marquis GS 4dr Sedan USA
## 281 Mercury Grand Marquis LS Premium 4dr Sedan USA
## 282 Mercury Sable LS Premium 4dr Sedan USA
## 283 Mercury Grand Marquis LS Ultimate 4dr Sedan USA
## 284 Mercury Marauder 4dr Sedan USA
## 285 Mercury Monterey Luxury Sedan USA
## 286 Mercury Sable GS Wagon USA
## 287 Mitsubishi Endeavor XLS SUV Asia
## 288 Mitsubishi Montero XLS SUV Asia
## 289 Mitsubishi Outlander LS SUV Asia
## 290 Mitsubishi Lancer ES 4dr Sedan Asia
## 291 Mitsubishi Lancer LS 4dr Sedan Asia
## 292 Mitsubishi Galant ES 2.4L 4dr Sedan Asia
## 293 Mitsubishi Lancer OZ Rally 4dr auto Sedan Asia
## 294 Mitsubishi Diamante LS 4dr Sedan Asia
## 295 Mitsubishi Galant GTS 4dr Sedan Asia
## 296 Mitsubishi Eclipse GTS 2dr Sports Asia
## 297 Mitsubishi Eclipse Spyder GT convertible 2dr Sports Asia
## 298 Mitsubishi Lancer Evolution 4dr Sports Asia
## 299 Mitsubishi Lancer Sportback LS Wagon Asia
## 300 Nissan Pathfinder Armada SE SUV Asia
## 301 Nissan Pathfinder SE SUV Asia
## 302 Nissan Xterra XE V6 SUV Asia
## 303 Nissan Sentra 1.8 4dr Sedan Asia
## 304 Nissan Sentra 1.8 S 4dr Sedan Asia
## 305 Nissan Altima S 4dr Sedan Asia
## 306 Nissan Sentra SE-R 4dr Sedan Asia
## 307 Nissan Altima SE 4dr Sedan Asia
## 308 Nissan Maxima SE 4dr Sedan Asia
## 309 Nissan Maxima SL 4dr Sedan Asia
## 310 Nissan Quest S Sedan Asia
## 311 Nissan Quest SE Sedan Asia
## 312 Nissan 350Z coupe 2dr Sports Asia
## 313 Nissan 350Z Enthusiast convertible 2dr Sports Asia
## 314 Nissan Frontier King Cab XE V6 Truck Asia
## 315 Nissan Titan King Cab XE Truck Asia
## 316 Nissan Murano SL Wagon Asia
## 317 Oldsmobile Alero GX 2dr Sedan USA
## 318 Oldsmobile Alero GLS 2dr Sedan USA
## 319 Oldsmobile Silhouette GL Sedan USA
## 320 Pontiac Aztekt SUV USA
## 321 Pontiac Sunfire 1SA 2dr Sedan USA
## 322 Pontiac Grand Am GT 2dr Sedan USA
## 323 Pontiac Grand Prix GT1 4dr Sedan USA
## 324 Pontiac Sunfire 1SC 2dr Sedan USA
## 325 Pontiac Grand Prix GT2 4dr Sedan USA
## 326 Pontiac Bonneville GXP 4dr Sedan USA
## 327 Pontiac Montana Sedan USA
## 328 Pontiac Montana EWB Sedan USA
## 329 Pontiac GTO 2dr Sports USA
## 330 Pontiac Vibe Wagon USA
## 331 Porsche Cayenne S SUV Europe
## 332 Porsche 911 Carrera convertible 2dr (coupe) Sports Europe
## 333 Porsche 911 Carrera 4S coupe 2dr (convert) Sports Europe
## 334 Porsche 911 Targa coupe 2dr Sports Europe
## 335 Porsche 911 GT2 2dr Sports Europe
## 336 Porsche Boxster convertible 2dr Sports Europe
## 337 Porsche Boxster S convertible 2dr Sports Europe
## 338 Saab 9-3 Arc Sport 4dr Sedan Europe
## 339 Saab 9-3 Aero 4dr Sedan Europe
## 340 Saab 9-5 Arc 4dr Sedan Europe
## 341 Saab 9-5 Aero 4dr Sedan Europe
## 342 Saab 9-3 Arc convertible 2dr Sedan Europe
## 343 Saab 9-3 Aero convertible 2dr Sedan Europe
## 344 Saab 9-5 Aero Wagon Europe
## 345 Saturn VUE SUV USA
## 346 Saturn Ion1 4dr Sedan USA
## 347 Saturn lon2 4dr Sedan USA
## 348 Saturn lon3 4dr Sedan USA
## 349 Saturn lon2 quad coupe 2dr Sedan USA
## 350 Saturn lon3 quad coupe 2dr Sedan USA
## 351 Saturn L300-2 4dr Sedan USA
## 352 Saturn L300 2 Wagon USA
## 353 Scion xA 4dr hatch Sedan Asia
## 354 Scion xB Wagon Asia
## 355 Subaru Impreza 2.5 RS 4dr Sedan Asia
## 356 Subaru Legacy L 4dr Sedan Asia
## 357 Subaru Legacy GT 4dr Sedan Asia
## 358 Subaru Outback Limited Sedan 4dr Sedan Asia
## 359 Subaru Outback H6 4dr Sedan Asia
## 360 Subaru Outback H-6 VDC 4dr Sedan Asia
## 361 Subaru Impreza WRX 4dr Sports Asia
## 362 Subaru Impreza WRX STi 4dr Sports Asia
## 363 Subaru Baja Truck Asia
## 364 Subaru Forester X Wagon Asia
## 365 Subaru Outback Wagon Asia
## 366 Suzuki XL-7 EX SUV Asia
## 367 Suzuki Vitara LX SUV Asia
## 368 Suzuki Aeno S 4dr Sedan Asia
## 369 Suzuki Aerio LX 4dr Sedan Asia
## 370 Suzuki Forenza S 4dr Sedan Asia
## 371 Suzuki Forenza EX 4dr Sedan Asia
## 372 Suzuki Verona LX 4dr Sedan Asia
## 373 Suzuki Aerio SX Wagon Asia
## 374 Toyota Prius 4dr (gas/electric) Hybrid Asia
## 375 Toyota Sequoia SR5 SUV Asia
## 376 Toyota 4Runner SR5 V6 SUV Asia
## 377 Toyota Highlander V6 SUV Asia
## 378 Toyota Land Cruiser SUV Asia
## 379 Toyota RAV4 SUV Asia
## 380 Toyota Corolla CE 4dr Sedan Asia
## 381 Toyota Corolla S 4dr Sedan Asia
## 382 Toyota Corolla LE 4dr Sedan Asia
## 383 Toyota Echo 2dr manual Sedan Asia
## 384 Toyota Echo 2dr auto Sedan Asia
## 385 Toyota Echo 4dr Sedan Asia
## 386 Toyota Camry LE 4dr Sedan Asia
## 387 Toyota Camry LE V6 4dr Sedan Asia
## 388 Toyota Camry Solara SE 2dr Sedan Asia
## 389 Toyota Camry Solara SE V6 2dr Sedan Asia
## 390 Toyota Avalon XL 4dr Sedan Asia
## 391 Toyota Camry XLE V6 4dr Sedan Asia
## 392 Toyota Camry Solara SLE V6 2dr Sedan Asia
## 393 Toyota Avalon XLS 4dr Sedan Asia
## 394 Toyota Sienna CE Sedan Asia
## 395 Toyota Sienna XLE Limited Sedan Asia
## 396 Toyota Celica GT-S 2dr Sports Asia
## 397 Toyota MR2 Spyder convertible 2dr Sports Asia
## 398 Toyota Tacoma Truck Asia
## 399 Toyota Tundra Regular Cab V6 Truck Asia
## 400 Toyota Tundra Access Cab V6 SR5 Truck Asia
## 401 Toyota Matrix XR Wagon Asia
## 402 Volkswagen Touareg V6 SUV Europe
## 403 Volkswagen Golf GLS 4dr Sedan Europe
## 404 Volkswagen GTI 1.8T 2dr hatch Sedan Europe
## 405 Volkswagen Jetta GLS TDI 4dr Sedan Europe
## 406 Volkswagen New Beetle GLS 1.8T 2dr Sedan Europe
## 407 Volkswagen Jetta GLI VR6 4dr Sedan Europe
## 408 Volkswagen New Beetle GLS convertible 2dr Sedan Europe
## 409 Volkswagen Passat GLS 4dr Sedan Europe
## 410 Volkswagen Passat GLX V6 4MOTION 4dr Sedan Europe
## 411 Volkswagen Passat W8 4MOTION 4dr Sedan Europe
## 412 Volkswagen Phaeton 4dr Sedan Europe
## 413 Volkswagen Phaeton W12 4dr Sedan Europe
## 414 Volkswagen Jetta GL Wagon Europe
## 415 Volkswagen Passat GLS 1.8T Wagon Europe
## 416 Volkswagen Passat W8 Wagon Europe
## 417 Volvo XC90 T6 SUV Europe
## 418 Volvo S40 4dr Sedan Europe
## 419 Volvo S60 2.5 4dr Sedan Europe
## 420 Volvo S60 T5 4dr Sedan Europe
## 421 Volvo S60 R 4dr Sedan Europe
## 422 Volvo S80 2.9 4dr Sedan Europe
## 423 Volvo S80 2.5T 4dr Sedan Europe
## 424 Volvo C70 LPT convertible 2dr Sedan Europe
## 425 Volvo C70 HPT convertible 2dr Sedan Europe
## 426 Volvo S80 T6 4dr Sedan Europe
## 427 Volvo V40 Wagon Europe
## 428 Volvo XC70 Wagon Europe
## DriveTrain MSRP Invoice EngineSize Cylinders Horsepower MPG_City
## 1 All 36945 33337 3.5 6 265.0000 17.00000
## 2 Front 23820 21761 2.0 4 200.0000 24.00000
## 3 Front 26990 24647 2.4 4 200.0000 22.00000
## 4 Front 33195 30299 3.2 6 270.0000 20.00000
## 5 Front 43755 39014 3.5 6 225.0000 18.00000
## 6 Front 46100 41100 3.5 6 225.0000 18.00000
## 7 Rear 89765 79978 3.2 6 290.0000 17.00000
## 8 Front 25940 23508 1.8 4 170.0000 22.00000
## 9 Front 35940 32506 1.8 4 170.0000 23.00000
## 10 Front 31840 28846 3.0 6 220.0000 20.00000
## 11 All 33430 30366 3.0 6 220.0000 17.00000
## 12 All 34480 31388 3.0 6 220.0000 18.00000
## 13 Front 36640 33129 3.0 6 220.0000 20.00000
## 14 All 39640 35992 3.0 6 220.0000 18.00000
## 15 Front 42490 38325 3.0 6 220.0000 20.00000
## 16 All 44240 40075 3.0 6 220.0000 18.00000
## 17 All 42840 38840 2.7 6 250.0000 20.07882
## 18 All 49690 44936 4.2 8 300.0000 17.00000
## 19 All 69190 64740 4.2 8 330.0000 17.00000
## 20 All 48040 43556 4.2 8 340.0000 14.00000
## 21 Front 84600 76417 4.2 8 450.0000 15.00000
## 22 Front 35940 32512 1.8 4 180.0000 20.00000
## 23 All 37390 33891 1.8 4 225.0000 20.00000
## 24 All 40590 36739 3.2 6 250.0000 21.00000
## 25 All 40840 37060 3.0 6 220.0000 18.00000
## 26 All 49090 44446 4.2 8 340.0000 15.00000
## 27 All 37000 33873 3.0 6 225.0000 16.00000
## 28 All 52195 47720 4.4 8 325.0000 16.00000
## 29 Rear 28495 26155 2.5 6 184.0000 20.00000
## 30 Rear 30795 28245 2.5 6 184.0000 20.00000
## 31 Rear 37995 34800 2.5 6 184.0000 19.00000
## 32 All 30245 27745 2.5 6 184.0000 19.00000
## 33 Rear 35495 32525 3.0 6 225.0000 20.00000
## 34 Rear 36995 33890 3.0 6 225.0000 20.00000
## 35 All 37245 34115 3.0 6 225.0000 20.00000
## 36 Rear 39995 36620 2.5 6 184.0000 19.00000
## 37 Rear 44295 40530 3.0 6 225.0000 19.00000
## 38 Rear 44995 41170 3.0 6 215.6084 20.00000
## 39 Rear 54995 50270 4.4 8 325.0000 18.00000
## 40 Rear 69195 63190 4.4 8 325.0000 18.00000
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## 428 27.00000 3823.000 109 186Utilizando algoritmos con la variable mis_datos, responde las siguientes preguntas:
¿Qué marca produce más vehículos y qué marca produce menos?
vehiculos = group_by(mis_datos, Make) #Variable con la que agruparás los renglones
vehiculos = summarise(vehiculos, cantidad = n())
vehiculos1 = vehiculos[order(-vehiculos$cantidad),]
vehiculos1## # A tibble: 38 x 2
## Make cantidad
## <chr> <int>
## 1 Toyota 28
## 2 Chevrolet 27
## 3 Mercedes-Benz 26
## 4 Ford 23
## 5 BMW 20
## 6 Audi 19
## 7 Honda 17
## 8 Nissan 17
## 9 Chrysler 15
## 10 Volkswagen 15
## # … with 28 more rows#max(mis_datos$Make)
#min(mis_datos$Make)La que más produce es Toyota, la que produce menos es Hummer
¿Cuántos autos se producen por región con transmisión delantera, cuántos con transmisión trasera y cuántos con doble transmisión (All)?
## REVISAR
transmisiones = group_by(mis_datos, Origin, DriveTrain) #Variable con la que agruparás los renglones
transmisiones = summarise(transmisiones, cantidad = n())## `summarise()` has grouped output by 'Origin'. You can override using the `.groups` argument.transmisiones## # A tibble: 9 x 3
## # Groups: Origin [3]
## Origin DriveTrain cantidad
## <chr> <chr> <int>
## 1 Asia All 34
## 2 Asia Front 99
## 3 Asia Rear 25
## 4 Europe All 36
## 5 Europe Front 37
## 6 Europe Rear 50
## 7 USA All 22
## 8 USA Front 90
## 9 USA Rear 35## malEncuentra cuál es el precio sugerido más caro, cuál es el precio sugerido más barato, las millas por galón promedio para ciudad y las millas por galón promedio para carretera
max(mis_datos$MSRP)## [1] 192465min(mis_datos$MSRP)## [1] 10280mean(mis_datos$MPG_City)## [1] 20.06579mean(mis_datos$MPG_Highway)## [1] 26.84042Selecciona solo las variables Make, Model, Type, Origin, DriveTrain, MSRP, Weight, Wheelbase y Lenght. Conserva solo las observaciones cuyo DriveTrain sea Front y almacena esta información en una variable llamada mis_nuevos_datos.
Imprime las primeras observaciones de la variable mis_nuevos_datos
mis_nuevos_datos = data.frame(mis_datos %>% filter( DriveTrain== "Front") %>% select(Make , Model, Type, Origin, DriveTrain, MSRP, Weight, Wheelbase, Length))
#mis_nuevos_datos = mis_datos %>% filter( DriveTrain== "Front") %>% select(-Invoice, -EngineSize,-Cylinders, -Horsepower, -MPG_City, -MPG_Highway )
head(mis_nuevos_datos, 5)## Make Model Type Origin DriveTrain MSRP Weight
## 1 Acura RSX Type S 2dr Sedan Asia Front 23820 2778.000
## 2 Acura TSX 4dr Sedan Asia Front 26990 3230.000
## 3 Acura TL 4dr Sedan Asia Front 33195 3585.101
## 4 Acura 3.5 RL 4dr Sedan Asia Front 43755 3880.000
## 5 Acura 3.5 RL w/Navigation 4dr Sedan Asia Front 46100 3893.000
## Wheelbase Length
## 1 101 172
## 2 105 183
## 3 108 186
## 4 115 197
## 5 115 197Con la información de la variable mis_nuevos_datos, necesitamos crear 3 nuevas variables, la primera llamada Weight_kilo que indique cuál es el peso del automóvil en kilos, la segunda llamada Wheelbase_cm que muestre el valor de la variable Wheelbase en centímetros, y una última variable llamada Length_cm que indique la longitud del vehículo en centímetros. Almacena toda esta información dentro de la variable mis_nuevos_datos
mis_nuevos_datos <- mis_nuevos_datos %>%
mutate(weight_kilo = Weight*0.454) %>%
mutate(wheelbase_cm = Wheelbase*2.54)%>%
mutate(length_cm = Length*2.54)
mis_nuevos_datos## Make Model Type Origin DriveTrain
## 1 Acura RSX Type S 2dr Sedan Asia Front
## 2 Acura TSX 4dr Sedan Asia Front
## 3 Acura TL 4dr Sedan Asia Front
## 4 Acura 3.5 RL 4dr Sedan Asia Front
## 5 Acura 3.5 RL w/Navigation 4dr Sedan Asia Front
## 6 Audi A4 1.8T 4dr Sedan Europe Front
## 7 Audi A41.8T convertible 2dr Sedan Europe Front
## 8 Audi A4 3.0 4dr Sedan Europe Front
## 9 Audi A6 3.0 4dr Sedan Europe Front
## 10 Audi A4 3.0 convertible 2dr Sedan Europe Front
## 11 Audi RS 6 4dr Sports Europe Front
## 12 Audi TT 1.8 convertible 2dr (coupe) Sports Europe Front
## 13 Buick Rendezvous CX SUV USA Front
## 14 Buick Century Custom 4dr Sedan USA Front
## 15 Buick LeSabre Custom 4dr Sedan USA Front
## 16 Buick Regal LS 4dr Sedan USA Front
## 17 Buick Regal GS 4dr Sedan USA Front
## 18 Buick LeSabre Limited 4dr Sedan USA Front
## 19 Buick Park Avenue 4dr Sedan USA Front
## 20 Buick Park Avenue Ultra 4dr Sedan USA Front
## 21 Cadillac Escalade SUV USA Front
## 22 Cadillac SRX V8 SUV USA Front
## 23 Cadillac Deville 4dr Sedan USA Front
## 24 Cadillac Deville DTS 4dr Sedan USA Front
## 25 Cadillac Seville SLS 4dr Sedan USA Front
## 26 Chevrolet Suburban 1500 LT SUV USA Front
## 27 Chevrolet TrailBlazer LT SUV USA Front
## 28 Chevrolet Tracker SUV USA Front
## 29 Chevrolet Aveo 4dr Sedan USA Front
## 30 Chevrolet Aveo LS 4dr hatch Sedan USA Front
## 31 Chevrolet Cavalier 2dr Sedan USA Front
## 32 Chevrolet Cavalier 4dr Sedan USA Front
## 33 Chevrolet Cavalier LS 2dr Sedan USA Front
## 34 Chevrolet Impala 4dr Sedan USA Front
## 35 Chevrolet Malibu 4dr Sedan USA Front
## 36 Chevrolet Malibu LS 4dr Sedan USA Front
## 37 Chevrolet Monte Carlo LS 2dr Sedan USA Front
## 38 Chevrolet Impala LS 4dr Sedan USA Front
## 39 Chevrolet Impala SS 4dr Sedan USA Front
## 40 Chevrolet Malibu LT 4dr Sedan USA Front
## 41 Chevrolet Monte Carlo SS 2dr Sedan USA Front
## 42 Chevrolet Venture LS Sedan USA Front
## 43 Chevrolet Malibu Maxx LS Wagon USA Front
## 44 Chrysler PT Cruiser 4dr Sedan USA Front
## 45 Chrysler PT Cruiser Limited 4dr Sedan USA Front
## 46 Chrysler Sebring 4dr Sedan USA Front
## 47 Chrysler Sebring Touring 4dr Sedan USA Front
## 48 Chrysler 300M 4dr Sedan USA Front
## 49 Chrysler Concorde LX 4dr Sedan USA Front
## 50 Chrysler Concorde LXi 4dr Sedan USA Front
## 51 Chrysler PT Cruiser GT 4dr Sedan USA Front
## 52 Chrysler Sebring convertible 2dr Sedan USA Front
## 53 Chrysler 300M Special Edition 4dr Sedan USA Front
## 54 Chrysler Sebring Limited convertible 2dr Sedan USA Front
## 55 Chrysler Town and Country LX Sedan USA Front
## 56 Chrysler Town and Country Limited Sedan USA Front
## 57 Dodge Neon SE 4dr Sedan USA Front
## 58 Dodge Neon SXT 4dr Sedan USA Front
## 59 Dodge Intrepid SE 4dr Sedan USA Front
## 60 Dodge Stratus SXT 4dr Sedan USA Front
## 61 Dodge Stratus SE 4dr Sedan USA Front
## 62 Dodge Intrepid ES 4dr Sedan USA Front
## 63 Dodge Caravan SE Sedan USA Front
## 64 Ford Expedition 4.6 XLT SUV USA Front
## 65 Ford Focus ZX3 2dr hatch Sedan USA Front
## 66 Ford Focus LX 4dr Sedan USA Front
## 67 Ford Focus SE 4dr Sedan USA Front
## 68 Ford Focus ZX5 5dr Sedan USA Front
## 69 Ford Focus SVT 2dr Sedan USA Front
## 70 Ford Taurus LX 4dr Sedan USA Front
## 71 Ford Taurus SES Duratec 4dr Sedan USA Front
## 72 Ford Freestar SE Sedan USA Front
## 73 Ford Thunderbird Deluxe convert w/hardtop 2d Sports USA Front
## 74 Ford Focus ZTW Wagon USA Front
## 75 Ford Taurus SE Wagon USA Front
## 76 GMC Envoy XUV SLE SUV USA Front
## 77 GMC Yukon 1500 SLE SUV USA Front
## 78 Honda Civic Hybrid 4dr manual (gas/electric) Hybrid Asia Front
## 79 Honda Insight 2dr (gas/electric) Hybrid Asia Front
## 80 Honda Civic DX 2dr Sedan Asia Front
## 81 Honda Civic HX 2dr Sedan Asia Front
## 82 Honda Civic LX 4dr Sedan Asia Front
## 83 Honda Accord LX 2dr Sedan Asia Front
## 84 Honda Accord EX 2dr Sedan Asia Front
## 85 Honda Civic EX 4dr Sedan Asia Front
## 86 Honda Civic Si 2dr hatch Sedan Asia Front
## 87 Honda Accord LX V6 4dr Sedan Asia Front
## 88 Honda Accord EX V6 2dr Sedan Asia Front
## 89 Honda Odyssey LX Sedan Asia Front
## 90 Honda Odyssey EX Sedan Asia Front
## 91 Hyundai Santa Fe GLS SUV Asia Front
## 92 Hyundai Accent 2dr hatch Sedan Asia Front
## 93 Hyundai Accent GL 4dr Sedan Asia Front
## 94 Hyundai Accent GT 2dr hatch Sedan Asia Front
## 95 Hyundai Elantra GLS 4dr Sedan Asia Front
## 96 Hyundai Elantra GT 4dr Sedan Asia Front
## 97 Hyundai Elantra GT 4dr hatch Sedan Asia Front
## 98 Hyundai Sonata GLS 4dr Sedan Asia Front
## 99 Hyundai Sonata LX 4dr Sedan Asia Front
## 100 Hyundai XG350 4dr Sedan Asia Front
## 101 Hyundai XG350 L 4dr Sedan Asia Front
## 102 Hyundai Tiburon GT V6 2dr Sports Asia Front
## 103 Infiniti I35 4dr Sedan Asia Front
## 104 Isuzu Rodeo S SUV Asia Front
## 105 Jeep Grand Cherokee Laredo SUV USA Front
## 106 Kia Sorento LX SUV Asia Front
## 107 Kia Optima LX 4dr Sedan Asia Front
## 108 Kia Rio 4dr manual Sedan Asia Front
## 109 Kia Rio 4dr auto Sedan Asia Front
## 110 Kia Spectra 4dr Sedan Asia Front
## 111 Kia Spectra GS 4dr hatch Sedan Asia Front
## 112 Kia Spectra GSX 4dr hatch Sedan Asia Front
## 113 Kia Optima LX V6 4dr Sedan Asia Front
## 114 Kia Amanti 4dr Sedan Asia Front
## 115 Kia Sedona LX Sedan Asia Front
## 116 Kia Rio Cinco Wagon Asia Front
## 117 Lexus ES 330 4dr Sedan Asia Front
## 118 Lincoln Aviator Ultimate SUV USA Front
## 119 MINI Cooper Sedan Europe Front
## 120 MINI Cooper S Sedan Europe Front
## 121 Mazda Mazda3 i 4dr Sedan Asia Front
## 122 Mazda Mazda3 s 4dr Sedan Asia Front
## 123 Mazda Mazda6 i 4dr Sedan Asia Front
## 124 Mazda MPV ES Sedan Asia Front
## 125 Mercury Mountaineer SUV USA Front
## 126 Mercury Sable GS 4dr Sedan USA Front
## 127 Mercury Sable LS Premium 4dr Sedan USA Front
## 128 Mercury Monterey Luxury Sedan USA Front
## 129 Mercury Sable GS Wagon USA Front
## 130 Mitsubishi Outlander LS SUV Asia Front
## 131 Mitsubishi Lancer ES 4dr Sedan Asia Front
## 132 Mitsubishi Lancer LS 4dr Sedan Asia Front
## 133 Mitsubishi Galant ES 2.4L 4dr Sedan Asia Front
## 134 Mitsubishi Lancer OZ Rally 4dr auto Sedan Asia Front
## 135 Mitsubishi Diamante LS 4dr Sedan Asia Front
## 136 Mitsubishi Galant GTS 4dr Sedan Asia Front
## 137 Mitsubishi Eclipse GTS 2dr Sports Asia Front
## 138 Mitsubishi Eclipse Spyder GT convertible 2dr Sports Asia Front
## 139 Mitsubishi Lancer Evolution 4dr Sports Asia Front
## 140 Mitsubishi Lancer Sportback LS Wagon Asia Front
## 141 Nissan Pathfinder Armada SE SUV Asia Front
## 142 Nissan Pathfinder SE SUV Asia Front
## 143 Nissan Xterra XE V6 SUV Asia Front
## 144 Nissan Sentra 1.8 4dr Sedan Asia Front
## 145 Nissan Sentra 1.8 S 4dr Sedan Asia Front
## 146 Nissan Altima S 4dr Sedan Asia Front
## 147 Nissan Sentra SE-R 4dr Sedan Asia Front
## 148 Nissan Altima SE 4dr Sedan Asia Front
## 149 Nissan Maxima SE 4dr Sedan Asia Front
## 150 Nissan Maxima SL 4dr Sedan Asia Front
## 151 Nissan Quest S Sedan Asia Front
## 152 Nissan Quest SE Sedan Asia Front
## 153 Oldsmobile Alero GX 2dr Sedan USA Front
## 154 Oldsmobile Alero GLS 2dr Sedan USA Front
## 155 Oldsmobile Silhouette GL Sedan USA Front
## 156 Pontiac Aztekt SUV USA Front
## 157 Pontiac Sunfire 1SA 2dr Sedan USA Front
## 158 Pontiac Grand Am GT 2dr Sedan USA Front
## 159 Pontiac Grand Prix GT1 4dr Sedan USA Front
## 160 Pontiac Sunfire 1SC 2dr Sedan USA Front
## 161 Pontiac Grand Prix GT2 4dr Sedan USA Front
## 162 Pontiac Bonneville GXP 4dr Sedan USA Front
## 163 Pontiac Montana Sedan USA Front
## 164 Saab 9-3 Arc Sport 4dr Sedan Europe Front
## 165 Saab 9-3 Aero 4dr Sedan Europe Front
## 166 Saab 9-5 Arc 4dr Sedan Europe Front
## 167 Saab 9-5 Aero 4dr Sedan Europe Front
## 168 Saab 9-3 Arc convertible 2dr Sedan Europe Front
## 169 Saab 9-3 Aero convertible 2dr Sedan Europe Front
## 170 Saab 9-5 Aero Wagon Europe Front
## 171 Saturn Ion1 4dr Sedan USA Front
## 172 Saturn lon2 4dr Sedan USA Front
## 173 Saturn lon3 4dr Sedan USA Front
## 174 Saturn lon2 quad coupe 2dr Sedan USA Front
## 175 Saturn lon3 quad coupe 2dr Sedan USA Front
## 176 Saturn L300-2 4dr Sedan USA Front
## 177 Saturn L300 2 Wagon USA Front
## 178 Scion xA 4dr hatch Sedan Asia Front
## 179 Scion xB Wagon Asia Front
## 180 Suzuki XL-7 EX SUV Asia Front
## 181 Suzuki Aeno S 4dr Sedan Asia Front
## 182 Suzuki Aerio LX 4dr Sedan Asia Front
## 183 Suzuki Forenza S 4dr Sedan Asia Front
## 184 Suzuki Forenza EX 4dr Sedan Asia Front
## 185 Suzuki Verona LX 4dr Sedan Asia Front
## 186 Toyota Prius 4dr (gas/electric) Hybrid Asia Front
## 187 Toyota 4Runner SR5 V6 SUV Asia Front
## 188 Toyota Corolla CE 4dr Sedan Asia Front
## 189 Toyota Corolla S 4dr Sedan Asia Front
## 190 Toyota Corolla LE 4dr Sedan Asia Front
## 191 Toyota Echo 2dr manual Sedan Asia Front
## 192 Toyota Echo 2dr auto Sedan Asia Front
## 193 Toyota Echo 4dr Sedan Asia Front
## 194 Toyota Camry LE 4dr Sedan Asia Front
## 195 Toyota Camry LE V6 4dr Sedan Asia Front
## 196 Toyota Camry Solara SE 2dr Sedan Asia Front
## 197 Toyota Camry Solara SE V6 2dr Sedan Asia Front
## 198 Toyota Avalon XL 4dr Sedan Asia Front
## 199 Toyota Camry XLE V6 4dr Sedan Asia Front
## 200 Toyota Camry Solara SLE V6 2dr Sedan Asia Front
## 201 Toyota Avalon XLS 4dr Sedan Asia Front
## 202 Toyota Sienna CE Sedan Asia Front
## 203 Toyota Sienna XLE Limited Sedan Asia Front
## 204 Toyota Celica GT-S 2dr Sports Asia Front
## 205 Toyota Matrix XR Wagon Asia Front
## 206 Volkswagen Golf GLS 4dr Sedan Europe Front
## 207 Volkswagen GTI 1.8T 2dr hatch Sedan Europe Front
## 208 Volkswagen Jetta GLS TDI 4dr Sedan Europe Front
## 209 Volkswagen New Beetle GLS 1.8T 2dr Sedan Europe Front
## 210 Volkswagen Jetta GLI VR6 4dr Sedan Europe Front
## 211 Volkswagen New Beetle GLS convertible 2dr Sedan Europe Front
## 212 Volkswagen Passat GLS 4dr Sedan Europe Front
## 213 Volkswagen Passat GLX V6 4MOTION 4dr Sedan Europe Front
## 214 Volkswagen Passat W8 4MOTION 4dr Sedan Europe Front
## 215 Volkswagen Phaeton 4dr Sedan Europe Front
## 216 Volkswagen Phaeton W12 4dr Sedan Europe Front
## 217 Volkswagen Jetta GL Wagon Europe Front
## 218 Volkswagen Passat GLS 1.8T Wagon Europe Front
## 219 Volkswagen Passat W8 Wagon Europe Front
## 220 Volvo S40 4dr Sedan Europe Front
## 221 Volvo S60 T5 4dr Sedan Europe Front
## 222 Volvo S80 2.9 4dr Sedan Europe Front
## 223 Volvo C70 LPT convertible 2dr Sedan Europe Front
## 224 Volvo C70 HPT convertible 2dr Sedan Europe Front
## 225 Volvo S80 T6 4dr Sedan Europe Front
## 226 Volvo V40 Wagon Europe Front
## MSRP Weight Wheelbase Length weight_kilo wheelbase_cm length_cm
## 1 23820 2778.000 101 172 1261.212 256.54 436.88
## 2 26990 3230.000 105 183 1466.420 266.70 464.82
## 3 33195 3585.101 108 186 1627.636 274.32 472.44
## 4 43755 3880.000 115 197 1761.520 292.10 500.38
## 5 46100 3893.000 115 197 1767.422 292.10 500.38
## 6 25940 3252.000 104 179 1476.408 264.16 454.66
## 7 35940 3638.000 105 180 1651.652 266.70 457.20
## 8 31840 3462.000 104 179 1571.748 264.16 454.66
## 9 36640 3561.000 109 192 1616.694 276.86 487.68
## 10 42490 3814.000 105 180 1731.556 266.70 457.20
## 11 84600 4024.000 109 191 1826.896 276.86 485.14
## 12 35940 3131.000 95 159 1421.474 241.30 403.86
## 13 26545 4024.000 112 187 1826.896 284.48 474.98
## 14 22180 3353.000 109 195 1522.262 276.86 495.30
## 15 26470 3567.000 112 200 1619.418 284.48 508.00
## 16 24895 3461.000 109 196 1571.294 276.86 497.84
## 17 28345 3536.000 109 196 1605.344 276.86 497.84
## 18 32245 3591.000 112 200 1630.314 284.48 508.00
## 19 35545 3778.000 114 207 1715.212 289.56 525.78
## 20 40720 3909.000 114 207 1774.686 289.56 525.78
## 21 52795 5367.000 116 199 2436.618 294.64 505.46
## 22 46995 4302.000 116 195 1953.108 294.64 495.30
## 23 45445 3984.000 115 207 1808.736 292.10 525.78
## 24 50595 4044.000 115 207 1835.976 292.10 525.78
## 25 47955 3992.000 112 201 1812.368 284.48 510.54
## 26 42735 4947.000 130 219 2245.938 330.20 556.26
## 27 30295 4425.000 113 192 2008.950 287.02 487.68
## 28 20255 2866.000 98 163 1301.164 248.92 414.02
## 29 11690 2370.000 98 167 1075.980 248.92 424.18
## 30 12585 2348.000 98 153 1065.992 248.92 388.62
## 31 14610 2617.000 104 183 1188.118 264.16 464.82
## 32 14810 2676.000 104 183 1214.904 264.16 464.82
## 33 16385 2617.000 104 183 1188.118 264.16 464.82
## 34 21900 3465.000 111 200 1573.110 281.94 508.00
## 35 18995 3174.000 106 188 1440.996 269.24 477.52
## 36 20370 3297.000 106 188 1496.838 269.24 477.52
## 37 21825 3340.000 111 198 1516.360 281.94 502.92
## 38 25000 3476.000 111 200 1578.104 281.94 508.00
## 39 27995 3606.000 111 200 1637.124 281.94 508.00
## 40 23495 3315.000 106 188 1505.010 269.24 477.52
## 41 24225 3434.000 111 198 1559.036 281.94 502.92
## 42 27020 3699.000 112 187 1679.346 284.48 474.98
## 43 22225 3458.000 112 188 1569.932 284.48 477.52
## 44 17985 3101.000 103 169 1407.854 261.62 429.26
## 45 22000 3105.000 103 169 1409.670 261.62 429.26
## 46 19090 3173.000 108 191 1440.542 274.32 485.14
## 47 21840 3222.000 108 191 1462.788 274.32 485.14
## 48 29865 3581.000 113 198 1625.774 287.02 502.92
## 49 24130 3479.000 113 208 1579.466 287.02 528.32
## 50 26860 3548.000 113 208 1610.792 287.02 528.32
## 51 25955 3217.000 103 169 1460.518 261.62 429.26
## 52 25215 3357.000 106 194 1524.078 269.24 492.76
## 53 33295 3650.000 113 198 1657.100 287.02 502.92
## 54 30950 3448.000 106 194 1565.392 269.24 492.76
## 55 27490 4068.000 119 201 1846.872 302.26 510.54
## 56 38380 4331.000 119 201 1966.274 302.26 510.54
## 57 13670 2581.000 105 174 1171.774 266.70 441.96
## 58 15040 2626.000 105 174 1192.204 266.70 441.96
## 59 22035 3469.000 113 204 1574.926 287.02 518.16
## 60 18820 3182.000 108 191 1444.628 274.32 485.14
## 61 20220 3175.000 108 191 1441.450 274.32 485.14
## 62 24885 3487.000 113 204 1583.098 287.02 518.16
## 63 21795 3862.000 113 189 1753.348 287.02 480.06
## 64 34560 5000.000 119 206 2270.000 302.26 523.24
## 65 13270 2612.000 103 168 1185.848 261.62 426.72
## 66 13730 2606.000 103 168 1183.124 261.62 426.72
## 67 15460 2606.000 103 168 1183.124 261.62 426.72
## 68 15580 2691.000 103 168 1221.714 261.62 426.72
## 69 19135 2750.000 103 168 1248.500 261.62 426.72
## 70 20320 3306.000 109 198 1500.924 276.86 502.92
## 71 22735 3313.000 109 198 1504.102 276.86 502.92
## 72 26930 4275.000 121 201 1940.850 307.34 510.54
## 73 37530 3780.000 107 186 1716.120 271.78 472.44
## 74 17475 3585.101 103 178 1627.636 261.62 452.12
## 75 22290 3497.000 109 198 1587.638 276.86 502.92
## 76 31890 4945.000 129 208 2245.030 327.66 528.32
## 77 35725 5042.000 116 199 2289.068 294.64 505.46
## 78 20140 2732.000 103 175 1240.328 261.62 444.50
## 79 19110 1850.000 95 155 839.900 241.30 393.70
## 80 13270 2432.000 103 175 1104.128 261.62 444.50
## 81 14170 2500.000 103 175 1135.000 261.62 444.50
## 82 15850 2513.000 103 175 1140.902 261.62 444.50
## 83 19860 2994.000 105 188 1359.276 266.70 477.52
## 84 22260 3047.000 105 188 1383.338 266.70 477.52
## 85 17750 2601.000 103 175 1180.854 261.62 444.50
## 86 19490 2782.000 101 166 1263.028 256.54 421.64
## 87 23760 3585.101 108 190 1627.636 274.32 482.60
## 88 26960 3294.000 105 188 1495.476 266.70 477.52
## 89 24950 4310.000 118 201 1956.740 299.72 510.54
## 90 27450 4365.000 118 201 1981.710 299.72 510.54
## 91 21589 3549.000 103 177 1611.246 261.62 449.58
## 92 10539 2255.000 96 167 1023.770 243.84 424.18
## 93 11839 2290.000 96 167 1039.660 243.84 424.18
## 94 11939 2339.000 96 167 1061.906 243.84 424.18
## 95 13839 2635.000 103 178 1196.290 261.62 452.12
## 96 15389 2635.000 103 178 1196.290 261.62 452.12
## 97 15389 2698.000 103 178 1224.892 261.62 452.12
## 98 19339 3217.000 106 187 1460.518 269.24 474.98
## 99 20339 3217.000 106 187 1460.518 269.24 474.98
## 100 24589 3651.000 108 192 1657.554 274.32 487.68
## 101 26189 3651.000 108 192 1657.554 274.32 487.68
## 102 18739 3023.000 100 173 1372.442 254.00 439.42
## 103 31145 3306.000 108 194 1500.924 274.32 492.76
## 104 20449 3836.000 106 178 1741.544 269.24 452.12
## 105 27905 3790.000 106 181 1720.660 269.24 459.74
## 106 19635 4112.000 107 180 1866.848 271.78 457.20
## 107 16040 3281.000 106 186 1489.574 269.24 472.44
## 108 10280 2403.000 95 167 1090.962 241.30 424.18
## 109 11155 2458.000 95 167 1115.932 241.30 424.18
## 110 12360 2661.000 101 178 1208.094 256.54 452.12
## 111 13580 2686.000 101 178 1219.444 256.54 452.12
## 112 14630 2697.000 101 178 1224.438 256.54 452.12
## 113 18435 3279.000 106 186 1488.666 269.24 472.44
## 114 26000 4021.000 110 196 1825.534 279.40 497.84
## 115 20615 4802.000 115 194 2180.108 292.10 492.76
## 116 11905 2447.000 95 167 1110.938 241.30 424.18
## 117 32350 3460.000 107 191 1570.840 271.78 485.14
## 118 42915 4834.000 114 193 2194.636 289.56 490.22
## 119 16999 2524.000 97 143 1145.896 246.38 363.22
## 120 19999 2678.000 97 144 1215.812 246.38 365.76
## 121 15500 2696.000 104 178 1223.984 264.16 452.12
## 122 17200 2762.000 104 179 1253.948 264.16 454.66
## 123 19270 3042.000 105 187 1381.068 266.70 474.98
## 124 28750 3812.000 112 188 1730.648 284.48 477.52
## 125 29995 4374.000 114 190 1985.796 289.56 482.60
## 126 21595 3308.000 109 200 1501.832 276.86 508.00
## 127 23895 3315.000 109 200 1505.010 276.86 508.00
## 128 33995 4340.000 121 202 1970.360 307.34 513.08
## 129 22595 3488.000 109 198 1583.552 276.86 502.92
## 130 18892 3240.000 103 179 1470.960 261.62 454.66
## 131 14622 2656.000 102 181 1205.824 259.08 459.74
## 132 16722 2795.000 102 181 1268.930 259.08 459.74
## 133 19312 3351.000 108 191 1521.354 274.32 485.14
## 134 17232 2744.000 102 181 1245.776 259.08 459.74
## 135 29282 3549.000 107 194 1611.246 271.78 492.76
## 136 25700 3649.000 108 191 1656.646 274.32 485.14
## 137 25092 3241.000 101 177 1471.414 256.54 449.58
## 138 26992 3296.000 101 177 1496.384 256.54 449.58
## 139 29562 3263.000 103 179 1481.402 261.62 454.66
## 140 17495 3020.000 102 181 1371.080 259.08 459.74
## 141 33840 5013.000 123 207 2275.902 312.42 525.78
## 142 27339 3871.000 106 183 1757.434 269.24 464.82
## 143 20939 3760.000 104 178 1707.040 264.16 452.12
## 144 12740 2513.000 100 178 1140.902 254.00 452.12
## 145 14740 2581.000 100 178 1171.774 254.00 452.12
## 146 19240 3039.000 110 192 1379.706 279.40 487.68
## 147 17640 2761.000 100 178 1253.494 254.00 452.12
## 148 23290 3197.000 110 192 1451.438 279.40 487.68
## 149 27490 3473.000 111 194 1576.742 281.94 492.76
## 150 29440 3476.000 111 194 1578.104 281.94 492.76
## 151 24780 4012.000 124 204 1821.448 314.96 518.16
## 152 32780 4175.000 124 204 1895.450 314.96 518.16
## 153 18825 2946.000 107 187 1337.484 271.78 474.98
## 154 23675 3085.000 107 187 1400.590 271.78 474.98
## 155 28790 3948.000 120 201 1792.392 304.80 510.54
## 156 21595 3779.000 108 182 1715.666 274.32 462.28
## 157 15495 2771.000 104 182 1258.034 264.16 462.28
## 158 22450 3118.000 107 186 1415.572 271.78 472.44
## 159 22395 3477.000 111 198 1578.558 281.94 502.92
## 160 17735 2771.000 104 182 1258.034 264.16 462.28
## 161 24295 3484.000 111 198 1581.736 281.94 502.92
## 162 35995 3790.000 112 203 1720.660 284.48 515.62
## 163 23845 3803.000 112 187 1726.562 284.48 474.98
## 164 30860 3175.000 105 183 1441.450 266.70 464.82
## 165 33360 3175.000 105 183 1441.450 266.70 464.82
## 166 35105 3470.000 106 190 1575.380 269.24 482.60
## 167 39465 3470.000 106 190 1575.380 269.24 482.60
## 168 40670 3480.000 105 182 1579.920 266.70 462.28
## 169 43175 3700.000 105 182 1679.800 266.70 462.28
## 170 40845 3620.000 106 190 1643.480 269.24 482.60
## 171 10995 2692.000 103 185 1222.168 261.62 469.90
## 172 14300 2692.000 103 185 1222.168 261.62 469.90
## 173 15825 2692.000 103 185 1222.168 261.62 469.90
## 174 14850 2751.000 103 185 1248.954 261.62 469.90
## 175 16350 2751.000 103 185 1248.954 261.62 469.90
## 176 21410 3585.101 107 190 1627.636 271.78 482.60
## 177 23560 3109.000 107 190 1411.486 271.78 482.60
## 178 12965 2340.000 93 154 1062.360 236.22 391.16
## 179 14165 2425.000 98 155 1100.950 248.92 393.70
## 180 23699 3682.000 110 187 1671.628 279.40 474.98
## 181 12884 2676.000 98 171 1214.904 248.92 434.34
## 182 14500 2676.000 98 171 1214.904 248.92 434.34
## 183 12269 2701.000 102 177 1226.254 259.08 449.58
## 184 15568 2756.000 102 177 1251.224 259.08 449.58
## 185 17262 3380.000 106 188 1534.520 269.24 477.52
## 186 20510 2890.000 106 175 1312.060 269.24 444.50
## 187 27710 4035.000 110 189 1831.890 279.40 480.06
## 188 14085 2502.000 102 178 1135.908 259.08 452.12
## 189 15030 2524.000 102 178 1145.896 259.08 452.12
## 190 15295 2524.000 102 178 1145.896 259.08 452.12
## 191 10760 2035.000 93 163 923.890 236.22 414.02
## 192 11560 2085.000 93 163 946.590 236.22 414.02
## 193 11290 2055.000 93 163 932.970 236.22 414.02
## 194 19560 3086.000 107 189 1401.044 271.78 480.06
## 195 22775 3296.000 107 189 1496.384 271.78 480.06
## 196 19635 3175.000 107 193 1441.450 271.78 490.22
## 197 21965 3417.000 107 193 1551.318 271.78 490.22
## 198 26560 3417.000 107 192 1551.318 271.78 487.68
## 199 25920 3362.000 107 189 1526.348 271.78 480.06
## 200 26510 3439.000 107 193 1561.306 271.78 490.22
## 201 30920 3439.000 107 192 1561.306 271.78 487.68
## 202 23495 4120.000 119 200 1870.480 302.26 508.00
## 203 28800 4165.000 119 200 1890.910 302.26 508.00
## 204 22570 2500.000 102 171 1135.000 259.08 434.34
## 205 16695 2679.000 102 171 1216.266 259.08 434.34
## 206 18715 2897.000 99 165 1315.238 251.46 419.10
## 207 19825 2934.000 99 168 1332.036 251.46 426.72
## 208 21055 3003.000 99 172 1363.362 251.46 436.88
## 209 21055 2820.000 99 161 1280.280 251.46 408.94
## 210 23785 3179.000 99 172 1443.266 251.46 436.88
## 211 23215 3082.000 99 161 1399.228 251.46 408.94
## 212 23955 3241.000 106 185 1471.414 269.24 469.90
## 213 33180 3721.000 106 185 1689.334 269.24 469.90
## 214 39235 3953.000 106 185 1794.662 269.24 469.90
## 215 65000 5194.000 118 204 2358.076 299.72 518.16
## 216 75000 5399.000 118 204 2451.146 299.72 518.16
## 217 19005 3034.000 99 174 1377.436 251.46 441.96
## 218 24955 3338.000 106 184 1515.452 269.24 467.36
## 219 40235 4067.000 106 184 1846.418 269.24 467.36
## 220 25135 2767.000 101 187 1256.218 256.54 474.98
## 221 34845 3766.000 107 180 1709.764 271.78 457.20
## 222 37730 3576.000 110 190 1623.504 279.40 482.60
## 223 40565 3450.000 105 186 1566.300 266.70 472.44
## 224 42565 3450.000 105 186 1566.300 266.70 472.44
## 225 45210 3653.000 110 190 1658.462 279.40 482.60
## 226 26135 2822.000 101 180 1281.188 256.54 457.20#mis_nuevos_datos$Wheelbase_cm = mis_datos$Wheelbase %>% filter( DriveTrain== "Front")
#mis_nuevos_datos$Length_cm = mis_datos$Length %>% filter( DriveTrain== "Front")
#head(mis_nuevos_datos,5)Con la información de la variable mis_nuevos_datos, crea una nueva variable llamada opinion que esté en función del precio sugerido para la venta. Si el precio es mayor a 60,000 el valor de la variable opinion debe ser “Expensive”, si el precio está entre 60,000 y 30,000, la variable opinion debe decir “Normal”. Y si el precio es menor a 30,000 la variable opinion debe sugerir “Unexpensive”. Almacena la información en la variable mis_nuevos_datos
mis_nuevos_datos = mis_nuevos_datos %>% mutate(Opinion_MSRP=if_else(MSRP > 60000, "Expensive",if_else(MSRP < 30000, "Unexpensive", "Normal")))
mis_nuevos_datos## Make Model Type Origin DriveTrain
## 1 Acura RSX Type S 2dr Sedan Asia Front
## 2 Acura TSX 4dr Sedan Asia Front
## 3 Acura TL 4dr Sedan Asia Front
## 4 Acura 3.5 RL 4dr Sedan Asia Front
## 5 Acura 3.5 RL w/Navigation 4dr Sedan Asia Front
## 6 Audi A4 1.8T 4dr Sedan Europe Front
## 7 Audi A41.8T convertible 2dr Sedan Europe Front
## 8 Audi A4 3.0 4dr Sedan Europe Front
## 9 Audi A6 3.0 4dr Sedan Europe Front
## 10 Audi A4 3.0 convertible 2dr Sedan Europe Front
## 11 Audi RS 6 4dr Sports Europe Front
## 12 Audi TT 1.8 convertible 2dr (coupe) Sports Europe Front
## 13 Buick Rendezvous CX SUV USA Front
## 14 Buick Century Custom 4dr Sedan USA Front
## 15 Buick LeSabre Custom 4dr Sedan USA Front
## 16 Buick Regal LS 4dr Sedan USA Front
## 17 Buick Regal GS 4dr Sedan USA Front
## 18 Buick LeSabre Limited 4dr Sedan USA Front
## 19 Buick Park Avenue 4dr Sedan USA Front
## 20 Buick Park Avenue Ultra 4dr Sedan USA Front
## 21 Cadillac Escalade SUV USA Front
## 22 Cadillac SRX V8 SUV USA Front
## 23 Cadillac Deville 4dr Sedan USA Front
## 24 Cadillac Deville DTS 4dr Sedan USA Front
## 25 Cadillac Seville SLS 4dr Sedan USA Front
## 26 Chevrolet Suburban 1500 LT SUV USA Front
## 27 Chevrolet TrailBlazer LT SUV USA Front
## 28 Chevrolet Tracker SUV USA Front
## 29 Chevrolet Aveo 4dr Sedan USA Front
## 30 Chevrolet Aveo LS 4dr hatch Sedan USA Front
## 31 Chevrolet Cavalier 2dr Sedan USA Front
## 32 Chevrolet Cavalier 4dr Sedan USA Front
## 33 Chevrolet Cavalier LS 2dr Sedan USA Front
## 34 Chevrolet Impala 4dr Sedan USA Front
## 35 Chevrolet Malibu 4dr Sedan USA Front
## 36 Chevrolet Malibu LS 4dr Sedan USA Front
## 37 Chevrolet Monte Carlo LS 2dr Sedan USA Front
## 38 Chevrolet Impala LS 4dr Sedan USA Front
## 39 Chevrolet Impala SS 4dr Sedan USA Front
## 40 Chevrolet Malibu LT 4dr Sedan USA Front
## 41 Chevrolet Monte Carlo SS 2dr Sedan USA Front
## 42 Chevrolet Venture LS Sedan USA Front
## 43 Chevrolet Malibu Maxx LS Wagon USA Front
## 44 Chrysler PT Cruiser 4dr Sedan USA Front
## 45 Chrysler PT Cruiser Limited 4dr Sedan USA Front
## 46 Chrysler Sebring 4dr Sedan USA Front
## 47 Chrysler Sebring Touring 4dr Sedan USA Front
## 48 Chrysler 300M 4dr Sedan USA Front
## 49 Chrysler Concorde LX 4dr Sedan USA Front
## 50 Chrysler Concorde LXi 4dr Sedan USA Front
## 51 Chrysler PT Cruiser GT 4dr Sedan USA Front
## 52 Chrysler Sebring convertible 2dr Sedan USA Front
## 53 Chrysler 300M Special Edition 4dr Sedan USA Front
## 54 Chrysler Sebring Limited convertible 2dr Sedan USA Front
## 55 Chrysler Town and Country LX Sedan USA Front
## 56 Chrysler Town and Country Limited Sedan USA Front
## 57 Dodge Neon SE 4dr Sedan USA Front
## 58 Dodge Neon SXT 4dr Sedan USA Front
## 59 Dodge Intrepid SE 4dr Sedan USA Front
## 60 Dodge Stratus SXT 4dr Sedan USA Front
## 61 Dodge Stratus SE 4dr Sedan USA Front
## 62 Dodge Intrepid ES 4dr Sedan USA Front
## 63 Dodge Caravan SE Sedan USA Front
## 64 Ford Expedition 4.6 XLT SUV USA Front
## 65 Ford Focus ZX3 2dr hatch Sedan USA Front
## 66 Ford Focus LX 4dr Sedan USA Front
## 67 Ford Focus SE 4dr Sedan USA Front
## 68 Ford Focus ZX5 5dr Sedan USA Front
## 69 Ford Focus SVT 2dr Sedan USA Front
## 70 Ford Taurus LX 4dr Sedan USA Front
## 71 Ford Taurus SES Duratec 4dr Sedan USA Front
## 72 Ford Freestar SE Sedan USA Front
## 73 Ford Thunderbird Deluxe convert w/hardtop 2d Sports USA Front
## 74 Ford Focus ZTW Wagon USA Front
## 75 Ford Taurus SE Wagon USA Front
## 76 GMC Envoy XUV SLE SUV USA Front
## 77 GMC Yukon 1500 SLE SUV USA Front
## 78 Honda Civic Hybrid 4dr manual (gas/electric) Hybrid Asia Front
## 79 Honda Insight 2dr (gas/electric) Hybrid Asia Front
## 80 Honda Civic DX 2dr Sedan Asia Front
## 81 Honda Civic HX 2dr Sedan Asia Front
## 82 Honda Civic LX 4dr Sedan Asia Front
## 83 Honda Accord LX 2dr Sedan Asia Front
## 84 Honda Accord EX 2dr Sedan Asia Front
## 85 Honda Civic EX 4dr Sedan Asia Front
## 86 Honda Civic Si 2dr hatch Sedan Asia Front
## 87 Honda Accord LX V6 4dr Sedan Asia Front
## 88 Honda Accord EX V6 2dr Sedan Asia Front
## 89 Honda Odyssey LX Sedan Asia Front
## 90 Honda Odyssey EX Sedan Asia Front
## 91 Hyundai Santa Fe GLS SUV Asia Front
## 92 Hyundai Accent 2dr hatch Sedan Asia Front
## 93 Hyundai Accent GL 4dr Sedan Asia Front
## 94 Hyundai Accent GT 2dr hatch Sedan Asia Front
## 95 Hyundai Elantra GLS 4dr Sedan Asia Front
## 96 Hyundai Elantra GT 4dr Sedan Asia Front
## 97 Hyundai Elantra GT 4dr hatch Sedan Asia Front
## 98 Hyundai Sonata GLS 4dr Sedan Asia Front
## 99 Hyundai Sonata LX 4dr Sedan Asia Front
## 100 Hyundai XG350 4dr Sedan Asia Front
## 101 Hyundai XG350 L 4dr Sedan Asia Front
## 102 Hyundai Tiburon GT V6 2dr Sports Asia Front
## 103 Infiniti I35 4dr Sedan Asia Front
## 104 Isuzu Rodeo S SUV Asia Front
## 105 Jeep Grand Cherokee Laredo SUV USA Front
## 106 Kia Sorento LX SUV Asia Front
## 107 Kia Optima LX 4dr Sedan Asia Front
## 108 Kia Rio 4dr manual Sedan Asia Front
## 109 Kia Rio 4dr auto Sedan Asia Front
## 110 Kia Spectra 4dr Sedan Asia Front
## 111 Kia Spectra GS 4dr hatch Sedan Asia Front
## 112 Kia Spectra GSX 4dr hatch Sedan Asia Front
## 113 Kia Optima LX V6 4dr Sedan Asia Front
## 114 Kia Amanti 4dr Sedan Asia Front
## 115 Kia Sedona LX Sedan Asia Front
## 116 Kia Rio Cinco Wagon Asia Front
## 117 Lexus ES 330 4dr Sedan Asia Front
## 118 Lincoln Aviator Ultimate SUV USA Front
## 119 MINI Cooper Sedan Europe Front
## 120 MINI Cooper S Sedan Europe Front
## 121 Mazda Mazda3 i 4dr Sedan Asia Front
## 122 Mazda Mazda3 s 4dr Sedan Asia Front
## 123 Mazda Mazda6 i 4dr Sedan Asia Front
## 124 Mazda MPV ES Sedan Asia Front
## 125 Mercury Mountaineer SUV USA Front
## 126 Mercury Sable GS 4dr Sedan USA Front
## 127 Mercury Sable LS Premium 4dr Sedan USA Front
## 128 Mercury Monterey Luxury Sedan USA Front
## 129 Mercury Sable GS Wagon USA Front
## 130 Mitsubishi Outlander LS SUV Asia Front
## 131 Mitsubishi Lancer ES 4dr Sedan Asia Front
## 132 Mitsubishi Lancer LS 4dr Sedan Asia Front
## 133 Mitsubishi Galant ES 2.4L 4dr Sedan Asia Front
## 134 Mitsubishi Lancer OZ Rally 4dr auto Sedan Asia Front
## 135 Mitsubishi Diamante LS 4dr Sedan Asia Front
## 136 Mitsubishi Galant GTS 4dr Sedan Asia Front
## 137 Mitsubishi Eclipse GTS 2dr Sports Asia Front
## 138 Mitsubishi Eclipse Spyder GT convertible 2dr Sports Asia Front
## 139 Mitsubishi Lancer Evolution 4dr Sports Asia Front
## 140 Mitsubishi Lancer Sportback LS Wagon Asia Front
## 141 Nissan Pathfinder Armada SE SUV Asia Front
## 142 Nissan Pathfinder SE SUV Asia Front
## 143 Nissan Xterra XE V6 SUV Asia Front
## 144 Nissan Sentra 1.8 4dr Sedan Asia Front
## 145 Nissan Sentra 1.8 S 4dr Sedan Asia Front
## 146 Nissan Altima S 4dr Sedan Asia Front
## 147 Nissan Sentra SE-R 4dr Sedan Asia Front
## 148 Nissan Altima SE 4dr Sedan Asia Front
## 149 Nissan Maxima SE 4dr Sedan Asia Front
## 150 Nissan Maxima SL 4dr Sedan Asia Front
## 151 Nissan Quest S Sedan Asia Front
## 152 Nissan Quest SE Sedan Asia Front
## 153 Oldsmobile Alero GX 2dr Sedan USA Front
## 154 Oldsmobile Alero GLS 2dr Sedan USA Front
## 155 Oldsmobile Silhouette GL Sedan USA Front
## 156 Pontiac Aztekt SUV USA Front
## 157 Pontiac Sunfire 1SA 2dr Sedan USA Front
## 158 Pontiac Grand Am GT 2dr Sedan USA Front
## 159 Pontiac Grand Prix GT1 4dr Sedan USA Front
## 160 Pontiac Sunfire 1SC 2dr Sedan USA Front
## 161 Pontiac Grand Prix GT2 4dr Sedan USA Front
## 162 Pontiac Bonneville GXP 4dr Sedan USA Front
## 163 Pontiac Montana Sedan USA Front
## 164 Saab 9-3 Arc Sport 4dr Sedan Europe Front
## 165 Saab 9-3 Aero 4dr Sedan Europe Front
## 166 Saab 9-5 Arc 4dr Sedan Europe Front
## 167 Saab 9-5 Aero 4dr Sedan Europe Front
## 168 Saab 9-3 Arc convertible 2dr Sedan Europe Front
## 169 Saab 9-3 Aero convertible 2dr Sedan Europe Front
## 170 Saab 9-5 Aero Wagon Europe Front
## 171 Saturn Ion1 4dr Sedan USA Front
## 172 Saturn lon2 4dr Sedan USA Front
## 173 Saturn lon3 4dr Sedan USA Front
## 174 Saturn lon2 quad coupe 2dr Sedan USA Front
## 175 Saturn lon3 quad coupe 2dr Sedan USA Front
## 176 Saturn L300-2 4dr Sedan USA Front
## 177 Saturn L300 2 Wagon USA Front
## 178 Scion xA 4dr hatch Sedan Asia Front
## 179 Scion xB Wagon Asia Front
## 180 Suzuki XL-7 EX SUV Asia Front
## 181 Suzuki Aeno S 4dr Sedan Asia Front
## 182 Suzuki Aerio LX 4dr Sedan Asia Front
## 183 Suzuki Forenza S 4dr Sedan Asia Front
## 184 Suzuki Forenza EX 4dr Sedan Asia Front
## 185 Suzuki Verona LX 4dr Sedan Asia Front
## 186 Toyota Prius 4dr (gas/electric) Hybrid Asia Front
## 187 Toyota 4Runner SR5 V6 SUV Asia Front
## 188 Toyota Corolla CE 4dr Sedan Asia Front
## 189 Toyota Corolla S 4dr Sedan Asia Front
## 190 Toyota Corolla LE 4dr Sedan Asia Front
## 191 Toyota Echo 2dr manual Sedan Asia Front
## 192 Toyota Echo 2dr auto Sedan Asia Front
## 193 Toyota Echo 4dr Sedan Asia Front
## 194 Toyota Camry LE 4dr Sedan Asia Front
## 195 Toyota Camry LE V6 4dr Sedan Asia Front
## 196 Toyota Camry Solara SE 2dr Sedan Asia Front
## 197 Toyota Camry Solara SE V6 2dr Sedan Asia Front
## 198 Toyota Avalon XL 4dr Sedan Asia Front
## 199 Toyota Camry XLE V6 4dr Sedan Asia Front
## 200 Toyota Camry Solara SLE V6 2dr Sedan Asia Front
## 201 Toyota Avalon XLS 4dr Sedan Asia Front
## 202 Toyota Sienna CE Sedan Asia Front
## 203 Toyota Sienna XLE Limited Sedan Asia Front
## 204 Toyota Celica GT-S 2dr Sports Asia Front
## 205 Toyota Matrix XR Wagon Asia Front
## 206 Volkswagen Golf GLS 4dr Sedan Europe Front
## 207 Volkswagen GTI 1.8T 2dr hatch Sedan Europe Front
## 208 Volkswagen Jetta GLS TDI 4dr Sedan Europe Front
## 209 Volkswagen New Beetle GLS 1.8T 2dr Sedan Europe Front
## 210 Volkswagen Jetta GLI VR6 4dr Sedan Europe Front
## 211 Volkswagen New Beetle GLS convertible 2dr Sedan Europe Front
## 212 Volkswagen Passat GLS 4dr Sedan Europe Front
## 213 Volkswagen Passat GLX V6 4MOTION 4dr Sedan Europe Front
## 214 Volkswagen Passat W8 4MOTION 4dr Sedan Europe Front
## 215 Volkswagen Phaeton 4dr Sedan Europe Front
## 216 Volkswagen Phaeton W12 4dr Sedan Europe Front
## 217 Volkswagen Jetta GL Wagon Europe Front
## 218 Volkswagen Passat GLS 1.8T Wagon Europe Front
## 219 Volkswagen Passat W8 Wagon Europe Front
## 220 Volvo S40 4dr Sedan Europe Front
## 221 Volvo S60 T5 4dr Sedan Europe Front
## 222 Volvo S80 2.9 4dr Sedan Europe Front
## 223 Volvo C70 LPT convertible 2dr Sedan Europe Front
## 224 Volvo C70 HPT convertible 2dr Sedan Europe Front
## 225 Volvo S80 T6 4dr Sedan Europe Front
## 226 Volvo V40 Wagon Europe Front
## MSRP Weight Wheelbase Length weight_kilo wheelbase_cm length_cm
## 1 23820 2778.000 101 172 1261.212 256.54 436.88
## 2 26990 3230.000 105 183 1466.420 266.70 464.82
## 3 33195 3585.101 108 186 1627.636 274.32 472.44
## 4 43755 3880.000 115 197 1761.520 292.10 500.38
## 5 46100 3893.000 115 197 1767.422 292.10 500.38
## 6 25940 3252.000 104 179 1476.408 264.16 454.66
## 7 35940 3638.000 105 180 1651.652 266.70 457.20
## 8 31840 3462.000 104 179 1571.748 264.16 454.66
## 9 36640 3561.000 109 192 1616.694 276.86 487.68
## 10 42490 3814.000 105 180 1731.556 266.70 457.20
## 11 84600 4024.000 109 191 1826.896 276.86 485.14
## 12 35940 3131.000 95 159 1421.474 241.30 403.86
## 13 26545 4024.000 112 187 1826.896 284.48 474.98
## 14 22180 3353.000 109 195 1522.262 276.86 495.30
## 15 26470 3567.000 112 200 1619.418 284.48 508.00
## 16 24895 3461.000 109 196 1571.294 276.86 497.84
## 17 28345 3536.000 109 196 1605.344 276.86 497.84
## 18 32245 3591.000 112 200 1630.314 284.48 508.00
## 19 35545 3778.000 114 207 1715.212 289.56 525.78
## 20 40720 3909.000 114 207 1774.686 289.56 525.78
## 21 52795 5367.000 116 199 2436.618 294.64 505.46
## 22 46995 4302.000 116 195 1953.108 294.64 495.30
## 23 45445 3984.000 115 207 1808.736 292.10 525.78
## 24 50595 4044.000 115 207 1835.976 292.10 525.78
## 25 47955 3992.000 112 201 1812.368 284.48 510.54
## 26 42735 4947.000 130 219 2245.938 330.20 556.26
## 27 30295 4425.000 113 192 2008.950 287.02 487.68
## 28 20255 2866.000 98 163 1301.164 248.92 414.02
## 29 11690 2370.000 98 167 1075.980 248.92 424.18
## 30 12585 2348.000 98 153 1065.992 248.92 388.62
## 31 14610 2617.000 104 183 1188.118 264.16 464.82
## 32 14810 2676.000 104 183 1214.904 264.16 464.82
## 33 16385 2617.000 104 183 1188.118 264.16 464.82
## 34 21900 3465.000 111 200 1573.110 281.94 508.00
## 35 18995 3174.000 106 188 1440.996 269.24 477.52
## 36 20370 3297.000 106 188 1496.838 269.24 477.52
## 37 21825 3340.000 111 198 1516.360 281.94 502.92
## 38 25000 3476.000 111 200 1578.104 281.94 508.00
## 39 27995 3606.000 111 200 1637.124 281.94 508.00
## 40 23495 3315.000 106 188 1505.010 269.24 477.52
## 41 24225 3434.000 111 198 1559.036 281.94 502.92
## 42 27020 3699.000 112 187 1679.346 284.48 474.98
## 43 22225 3458.000 112 188 1569.932 284.48 477.52
## 44 17985 3101.000 103 169 1407.854 261.62 429.26
## 45 22000 3105.000 103 169 1409.670 261.62 429.26
## 46 19090 3173.000 108 191 1440.542 274.32 485.14
## 47 21840 3222.000 108 191 1462.788 274.32 485.14
## 48 29865 3581.000 113 198 1625.774 287.02 502.92
## 49 24130 3479.000 113 208 1579.466 287.02 528.32
## 50 26860 3548.000 113 208 1610.792 287.02 528.32
## 51 25955 3217.000 103 169 1460.518 261.62 429.26
## 52 25215 3357.000 106 194 1524.078 269.24 492.76
## 53 33295 3650.000 113 198 1657.100 287.02 502.92
## 54 30950 3448.000 106 194 1565.392 269.24 492.76
## 55 27490 4068.000 119 201 1846.872 302.26 510.54
## 56 38380 4331.000 119 201 1966.274 302.26 510.54
## 57 13670 2581.000 105 174 1171.774 266.70 441.96
## 58 15040 2626.000 105 174 1192.204 266.70 441.96
## 59 22035 3469.000 113 204 1574.926 287.02 518.16
## 60 18820 3182.000 108 191 1444.628 274.32 485.14
## 61 20220 3175.000 108 191 1441.450 274.32 485.14
## 62 24885 3487.000 113 204 1583.098 287.02 518.16
## 63 21795 3862.000 113 189 1753.348 287.02 480.06
## 64 34560 5000.000 119 206 2270.000 302.26 523.24
## 65 13270 2612.000 103 168 1185.848 261.62 426.72
## 66 13730 2606.000 103 168 1183.124 261.62 426.72
## 67 15460 2606.000 103 168 1183.124 261.62 426.72
## 68 15580 2691.000 103 168 1221.714 261.62 426.72
## 69 19135 2750.000 103 168 1248.500 261.62 426.72
## 70 20320 3306.000 109 198 1500.924 276.86 502.92
## 71 22735 3313.000 109 198 1504.102 276.86 502.92
## 72 26930 4275.000 121 201 1940.850 307.34 510.54
## 73 37530 3780.000 107 186 1716.120 271.78 472.44
## 74 17475 3585.101 103 178 1627.636 261.62 452.12
## 75 22290 3497.000 109 198 1587.638 276.86 502.92
## 76 31890 4945.000 129 208 2245.030 327.66 528.32
## 77 35725 5042.000 116 199 2289.068 294.64 505.46
## 78 20140 2732.000 103 175 1240.328 261.62 444.50
## 79 19110 1850.000 95 155 839.900 241.30 393.70
## 80 13270 2432.000 103 175 1104.128 261.62 444.50
## 81 14170 2500.000 103 175 1135.000 261.62 444.50
## 82 15850 2513.000 103 175 1140.902 261.62 444.50
## 83 19860 2994.000 105 188 1359.276 266.70 477.52
## 84 22260 3047.000 105 188 1383.338 266.70 477.52
## 85 17750 2601.000 103 175 1180.854 261.62 444.50
## 86 19490 2782.000 101 166 1263.028 256.54 421.64
## 87 23760 3585.101 108 190 1627.636 274.32 482.60
## 88 26960 3294.000 105 188 1495.476 266.70 477.52
## 89 24950 4310.000 118 201 1956.740 299.72 510.54
## 90 27450 4365.000 118 201 1981.710 299.72 510.54
## 91 21589 3549.000 103 177 1611.246 261.62 449.58
## 92 10539 2255.000 96 167 1023.770 243.84 424.18
## 93 11839 2290.000 96 167 1039.660 243.84 424.18
## 94 11939 2339.000 96 167 1061.906 243.84 424.18
## 95 13839 2635.000 103 178 1196.290 261.62 452.12
## 96 15389 2635.000 103 178 1196.290 261.62 452.12
## 97 15389 2698.000 103 178 1224.892 261.62 452.12
## 98 19339 3217.000 106 187 1460.518 269.24 474.98
## 99 20339 3217.000 106 187 1460.518 269.24 474.98
## 100 24589 3651.000 108 192 1657.554 274.32 487.68
## 101 26189 3651.000 108 192 1657.554 274.32 487.68
## 102 18739 3023.000 100 173 1372.442 254.00 439.42
## 103 31145 3306.000 108 194 1500.924 274.32 492.76
## 104 20449 3836.000 106 178 1741.544 269.24 452.12
## 105 27905 3790.000 106 181 1720.660 269.24 459.74
## 106 19635 4112.000 107 180 1866.848 271.78 457.20
## 107 16040 3281.000 106 186 1489.574 269.24 472.44
## 108 10280 2403.000 95 167 1090.962 241.30 424.18
## 109 11155 2458.000 95 167 1115.932 241.30 424.18
## 110 12360 2661.000 101 178 1208.094 256.54 452.12
## 111 13580 2686.000 101 178 1219.444 256.54 452.12
## 112 14630 2697.000 101 178 1224.438 256.54 452.12
## 113 18435 3279.000 106 186 1488.666 269.24 472.44
## 114 26000 4021.000 110 196 1825.534 279.40 497.84
## 115 20615 4802.000 115 194 2180.108 292.10 492.76
## 116 11905 2447.000 95 167 1110.938 241.30 424.18
## 117 32350 3460.000 107 191 1570.840 271.78 485.14
## 118 42915 4834.000 114 193 2194.636 289.56 490.22
## 119 16999 2524.000 97 143 1145.896 246.38 363.22
## 120 19999 2678.000 97 144 1215.812 246.38 365.76
## 121 15500 2696.000 104 178 1223.984 264.16 452.12
## 122 17200 2762.000 104 179 1253.948 264.16 454.66
## 123 19270 3042.000 105 187 1381.068 266.70 474.98
## 124 28750 3812.000 112 188 1730.648 284.48 477.52
## 125 29995 4374.000 114 190 1985.796 289.56 482.60
## 126 21595 3308.000 109 200 1501.832 276.86 508.00
## 127 23895 3315.000 109 200 1505.010 276.86 508.00
## 128 33995 4340.000 121 202 1970.360 307.34 513.08
## 129 22595 3488.000 109 198 1583.552 276.86 502.92
## 130 18892 3240.000 103 179 1470.960 261.62 454.66
## 131 14622 2656.000 102 181 1205.824 259.08 459.74
## 132 16722 2795.000 102 181 1268.930 259.08 459.74
## 133 19312 3351.000 108 191 1521.354 274.32 485.14
## 134 17232 2744.000 102 181 1245.776 259.08 459.74
## 135 29282 3549.000 107 194 1611.246 271.78 492.76
## 136 25700 3649.000 108 191 1656.646 274.32 485.14
## 137 25092 3241.000 101 177 1471.414 256.54 449.58
## 138 26992 3296.000 101 177 1496.384 256.54 449.58
## 139 29562 3263.000 103 179 1481.402 261.62 454.66
## 140 17495 3020.000 102 181 1371.080 259.08 459.74
## 141 33840 5013.000 123 207 2275.902 312.42 525.78
## 142 27339 3871.000 106 183 1757.434 269.24 464.82
## 143 20939 3760.000 104 178 1707.040 264.16 452.12
## 144 12740 2513.000 100 178 1140.902 254.00 452.12
## 145 14740 2581.000 100 178 1171.774 254.00 452.12
## 146 19240 3039.000 110 192 1379.706 279.40 487.68
## 147 17640 2761.000 100 178 1253.494 254.00 452.12
## 148 23290 3197.000 110 192 1451.438 279.40 487.68
## 149 27490 3473.000 111 194 1576.742 281.94 492.76
## 150 29440 3476.000 111 194 1578.104 281.94 492.76
## 151 24780 4012.000 124 204 1821.448 314.96 518.16
## 152 32780 4175.000 124 204 1895.450 314.96 518.16
## 153 18825 2946.000 107 187 1337.484 271.78 474.98
## 154 23675 3085.000 107 187 1400.590 271.78 474.98
## 155 28790 3948.000 120 201 1792.392 304.80 510.54
## 156 21595 3779.000 108 182 1715.666 274.32 462.28
## 157 15495 2771.000 104 182 1258.034 264.16 462.28
## 158 22450 3118.000 107 186 1415.572 271.78 472.44
## 159 22395 3477.000 111 198 1578.558 281.94 502.92
## 160 17735 2771.000 104 182 1258.034 264.16 462.28
## 161 24295 3484.000 111 198 1581.736 281.94 502.92
## 162 35995 3790.000 112 203 1720.660 284.48 515.62
## 163 23845 3803.000 112 187 1726.562 284.48 474.98
## 164 30860 3175.000 105 183 1441.450 266.70 464.82
## 165 33360 3175.000 105 183 1441.450 266.70 464.82
## 166 35105 3470.000 106 190 1575.380 269.24 482.60
## 167 39465 3470.000 106 190 1575.380 269.24 482.60
## 168 40670 3480.000 105 182 1579.920 266.70 462.28
## 169 43175 3700.000 105 182 1679.800 266.70 462.28
## 170 40845 3620.000 106 190 1643.480 269.24 482.60
## 171 10995 2692.000 103 185 1222.168 261.62 469.90
## 172 14300 2692.000 103 185 1222.168 261.62 469.90
## 173 15825 2692.000 103 185 1222.168 261.62 469.90
## 174 14850 2751.000 103 185 1248.954 261.62 469.90
## 175 16350 2751.000 103 185 1248.954 261.62 469.90
## 176 21410 3585.101 107 190 1627.636 271.78 482.60
## 177 23560 3109.000 107 190 1411.486 271.78 482.60
## 178 12965 2340.000 93 154 1062.360 236.22 391.16
## 179 14165 2425.000 98 155 1100.950 248.92 393.70
## 180 23699 3682.000 110 187 1671.628 279.40 474.98
## 181 12884 2676.000 98 171 1214.904 248.92 434.34
## 182 14500 2676.000 98 171 1214.904 248.92 434.34
## 183 12269 2701.000 102 177 1226.254 259.08 449.58
## 184 15568 2756.000 102 177 1251.224 259.08 449.58
## 185 17262 3380.000 106 188 1534.520 269.24 477.52
## 186 20510 2890.000 106 175 1312.060 269.24 444.50
## 187 27710 4035.000 110 189 1831.890 279.40 480.06
## 188 14085 2502.000 102 178 1135.908 259.08 452.12
## 189 15030 2524.000 102 178 1145.896 259.08 452.12
## 190 15295 2524.000 102 178 1145.896 259.08 452.12
## 191 10760 2035.000 93 163 923.890 236.22 414.02
## 192 11560 2085.000 93 163 946.590 236.22 414.02
## 193 11290 2055.000 93 163 932.970 236.22 414.02
## 194 19560 3086.000 107 189 1401.044 271.78 480.06
## 195 22775 3296.000 107 189 1496.384 271.78 480.06
## 196 19635 3175.000 107 193 1441.450 271.78 490.22
## 197 21965 3417.000 107 193 1551.318 271.78 490.22
## 198 26560 3417.000 107 192 1551.318 271.78 487.68
## 199 25920 3362.000 107 189 1526.348 271.78 480.06
## 200 26510 3439.000 107 193 1561.306 271.78 490.22
## 201 30920 3439.000 107 192 1561.306 271.78 487.68
## 202 23495 4120.000 119 200 1870.480 302.26 508.00
## 203 28800 4165.000 119 200 1890.910 302.26 508.00
## 204 22570 2500.000 102 171 1135.000 259.08 434.34
## 205 16695 2679.000 102 171 1216.266 259.08 434.34
## 206 18715 2897.000 99 165 1315.238 251.46 419.10
## 207 19825 2934.000 99 168 1332.036 251.46 426.72
## 208 21055 3003.000 99 172 1363.362 251.46 436.88
## 209 21055 2820.000 99 161 1280.280 251.46 408.94
## 210 23785 3179.000 99 172 1443.266 251.46 436.88
## 211 23215 3082.000 99 161 1399.228 251.46 408.94
## 212 23955 3241.000 106 185 1471.414 269.24 469.90
## 213 33180 3721.000 106 185 1689.334 269.24 469.90
## 214 39235 3953.000 106 185 1794.662 269.24 469.90
## 215 65000 5194.000 118 204 2358.076 299.72 518.16
## 216 75000 5399.000 118 204 2451.146 299.72 518.16
## 217 19005 3034.000 99 174 1377.436 251.46 441.96
## 218 24955 3338.000 106 184 1515.452 269.24 467.36
## 219 40235 4067.000 106 184 1846.418 269.24 467.36
## 220 25135 2767.000 101 187 1256.218 256.54 474.98
## 221 34845 3766.000 107 180 1709.764 271.78 457.20
## 222 37730 3576.000 110 190 1623.504 279.40 482.60
## 223 40565 3450.000 105 186 1566.300 266.70 472.44
## 224 42565 3450.000 105 186 1566.300 266.70 472.44
## 225 45210 3653.000 110 190 1658.462 279.40 482.60
## 226 26135 2822.000 101 180 1281.188 256.54 457.20
## Opinion_MSRP
## 1 Unexpensive
## 2 Unexpensive
## 3 Normal
## 4 Normal
## 5 Normal
## 6 Unexpensive
## 7 Normal
## 8 Normal
## 9 Normal
## 10 Normal
## 11 Expensive
## 12 Normal
## 13 Unexpensive
## 14 Unexpensive
## 15 Unexpensive
## 16 Unexpensive
## 17 Unexpensive
## 18 Normal
## 19 Normal
## 20 Normal
## 21 Normal
## 22 Normal
## 23 Normal
## 24 Normal
## 25 Normal
## 26 Normal
## 27 Normal
## 28 Unexpensive
## 29 Unexpensive
## 30 Unexpensive
## 31 Unexpensive
## 32 Unexpensive
## 33 Unexpensive
## 34 Unexpensive
## 35 Unexpensive
## 36 Unexpensive
## 37 Unexpensive
## 38 Unexpensive
## 39 Unexpensive
## 40 Unexpensive
## 41 Unexpensive
## 42 Unexpensive
## 43 Unexpensive
## 44 Unexpensive
## 45 Unexpensive
## 46 Unexpensive
## 47 Unexpensive
## 48 Unexpensive
## 49 Unexpensive
## 50 Unexpensive
## 51 Unexpensive
## 52 Unexpensive
## 53 Normal
## 54 Normal
## 55 Unexpensive
## 56 Normal
## 57 Unexpensive
## 58 Unexpensive
## 59 Unexpensive
## 60 Unexpensive
## 61 Unexpensive
## 62 Unexpensive
## 63 Unexpensive
## 64 Normal
## 65 Unexpensive
## 66 Unexpensive
## 67 Unexpensive
## 68 Unexpensive
## 69 Unexpensive
## 70 Unexpensive
## 71 Unexpensive
## 72 Unexpensive
## 73 Normal
## 74 Unexpensive
## 75 Unexpensive
## 76 Normal
## 77 Normal
## 78 Unexpensive
## 79 Unexpensive
## 80 Unexpensive
## 81 Unexpensive
## 82 Unexpensive
## 83 Unexpensive
## 84 Unexpensive
## 85 Unexpensive
## 86 Unexpensive
## 87 Unexpensive
## 88 Unexpensive
## 89 Unexpensive
## 90 Unexpensive
## 91 Unexpensive
## 92 Unexpensive
## 93 Unexpensive
## 94 Unexpensive
## 95 Unexpensive
## 96 Unexpensive
## 97 Unexpensive
## 98 Unexpensive
## 99 Unexpensive
## 100 Unexpensive
## 101 Unexpensive
## 102 Unexpensive
## 103 Normal
## 104 Unexpensive
## 105 Unexpensive
## 106 Unexpensive
## 107 Unexpensive
## 108 Unexpensive
## 109 Unexpensive
## 110 Unexpensive
## 111 Unexpensive
## 112 Unexpensive
## 113 Unexpensive
## 114 Unexpensive
## 115 Unexpensive
## 116 Unexpensive
## 117 Normal
## 118 Normal
## 119 Unexpensive
## 120 Unexpensive
## 121 Unexpensive
## 122 Unexpensive
## 123 Unexpensive
## 124 Unexpensive
## 125 Unexpensive
## 126 Unexpensive
## 127 Unexpensive
## 128 Normal
## 129 Unexpensive
## 130 Unexpensive
## 131 Unexpensive
## 132 Unexpensive
## 133 Unexpensive
## 134 Unexpensive
## 135 Unexpensive
## 136 Unexpensive
## 137 Unexpensive
## 138 Unexpensive
## 139 Unexpensive
## 140 Unexpensive
## 141 Normal
## 142 Unexpensive
## 143 Unexpensive
## 144 Unexpensive
## 145 Unexpensive
## 146 Unexpensive
## 147 Unexpensive
## 148 Unexpensive
## 149 Unexpensive
## 150 Unexpensive
## 151 Unexpensive
## 152 Normal
## 153 Unexpensive
## 154 Unexpensive
## 155 Unexpensive
## 156 Unexpensive
## 157 Unexpensive
## 158 Unexpensive
## 159 Unexpensive
## 160 Unexpensive
## 161 Unexpensive
## 162 Normal
## 163 Unexpensive
## 164 Normal
## 165 Normal
## 166 Normal
## 167 Normal
## 168 Normal
## 169 Normal
## 170 Normal
## 171 Unexpensive
## 172 Unexpensive
## 173 Unexpensive
## 174 Unexpensive
## 175 Unexpensive
## 176 Unexpensive
## 177 Unexpensive
## 178 Unexpensive
## 179 Unexpensive
## 180 Unexpensive
## 181 Unexpensive
## 182 Unexpensive
## 183 Unexpensive
## 184 Unexpensive
## 185 Unexpensive
## 186 Unexpensive
## 187 Unexpensive
## 188 Unexpensive
## 189 Unexpensive
## 190 Unexpensive
## 191 Unexpensive
## 192 Unexpensive
## 193 Unexpensive
## 194 Unexpensive
## 195 Unexpensive
## 196 Unexpensive
## 197 Unexpensive
## 198 Unexpensive
## 199 Unexpensive
## 200 Unexpensive
## 201 Normal
## 202 Unexpensive
## 203 Unexpensive
## 204 Unexpensive
## 205 Unexpensive
## 206 Unexpensive
## 207 Unexpensive
## 208 Unexpensive
## 209 Unexpensive
## 210 Unexpensive
## 211 Unexpensive
## 212 Unexpensive
## 213 Normal
## 214 Normal
## 215 Expensive
## 216 Expensive
## 217 Unexpensive
## 218 Unexpensive
## 219 Normal
## 220 Unexpensive
## 221 Normal
## 222 Normal
## 223 Normal
## 224 Normal
## 225 Normal
## 226 Unexpensive