Cars dataset with features including make, model, year, engine, and other properties of the car used to predict its price.
cardataA data frame with 11914 rows and 16 variables. The variables are as follows:
car brand
model given by its brand
year of manufacture
type of fuel required by its manufacturer
engine horse power
number of cylinders
automatic vs. manual
AWD, FWD, AWD
Number of Doors
Luxury, Performance, Hatchback, etc.
Compact, Midsize, Large
Type of Vehicle: Sedan, SUV, Coupe, etc.
highway miles per gallon
city miles per gallon
Popularity index
manufacturer's suggested retail price
Taken from Kaggle https://www.kaggle.com/CooperUnion/cardataset.
This package contains a detailed car dataset.
summary(cardata)
#> make model year
#> Chevrolet :1123 Silverado 1500 : 156 Min. :1990
#> Ford : 881 Tundra : 140 1st Qu.:2007
#> Volkswagen: 809 F-150 : 126 Median :2015
#> Toyota : 746 Sierra 1500 : 90 Mean :2010
#> Dodge : 626 Beetle Convertible: 89 3rd Qu.:2016
#> Nissan : 558 Tacoma : 80 Max. :2017
#> (Other) :7171 (Other) :11233
#> engine_fuel_type engine_hp engine_cylinders
#> regular unleaded :7172 Min. : 55.0 Min. : 0.000
#> premium unleaded (required) :2009 1st Qu.: 170.0 1st Qu.: 4.000
#> premium unleaded (recommended):1523 Median : 227.0 Median : 6.000
#> flex-fuel (unleaded/E85) : 899 Mean : 249.4 Mean : 5.629
#> diesel : 154 3rd Qu.: 300.0 3rd Qu.: 6.000
#> electric : 66 Max. :1001.0 Max. :16.000
#> (Other) : 91 NA's :69 NA's :30
#> transmission_type driven_wheels number_of_doors
#> AUTOMATED_MANUAL: 626 all wheel drive :2353 Min. :2.000
#> AUTOMATIC :8266 four wheel drive :1403 1st Qu.:2.000
#> DIRECT_DRIVE : 68 front wheel drive:4787 Median :4.000
#> MANUAL :2935 rear wheel drive :3371 Mean :3.436
#> UNKNOWN : 19 3rd Qu.:4.000
#> Max. :4.000
#> NA's :6
#> market_category vehicle_size vehicle_style
#> N/A :3742 Compact:4764 Sedan :3048
#> Crossover :1110 Large :2777 4dr SUV :2488
#> Flex Fuel : 872 Midsize:4373 Coupe :1211
#> Luxury : 855 Convertible : 793
#> Luxury,Performance: 673 4dr Hatchback : 702
#> Hatchback : 641 Crew Cab Pickup: 681
#> (Other) :4021 (Other) :2991
#> highway_mpg city_mpg popularity msrp
#> Min. : 12.00 Min. : 7.00 Min. : 2 Min. : 2000
#> 1st Qu.: 22.00 1st Qu.: 16.00 1st Qu.: 549 1st Qu.: 21000
#> Median : 26.00 Median : 18.00 Median :1385 Median : 29995
#> Mean : 26.64 Mean : 19.73 Mean :1555 Mean : 40595
#> 3rd Qu.: 30.00 3rd Qu.: 22.00 3rd Qu.:2009 3rd Qu.: 42231
#> Max. :354.00 Max. :137.00 Max. :5657 Max. :2065902
#>