This data set contains a range of automotive information including engine location, dimensions, weight, engine type, number of cylinders, and other specifications.
Format
A data frame with 38 rows and 26 variables:
- symboling
Symboling code for the vehicle
- normalized-losses
Normalized losses in the vehicle
- make
Make of the vehicle
- fuel-type
Type of fuel used (e.g., gas, diesel)
- aspiration
Aspiration type (e.g., std, turbo)
- num-of-doors
Number of doors (e.g., two, four)
- body-style
Body style (e.g., sedan, hatchback, wagon)
- drive-wheels
Drive wheels (e.g., fwd, rwd, 4wd)
- engine-location
Location of the engine (e.g., front, rear)
- wheel-base
Wheelbase of the vehicle in inches
- length
Length of the vehicle in inches
- width
Width of the vehicle in inches
- height
Height of the vehicle in inches
- curb-weight
Curb weight of the vehicle in pounds
- engine-type
Type of engine (e.g., dohc, ohcv, ohc, l)
- num-of-cylinders
Number of cylinders in the engine
- engine-size
Size of the engine in cubic inches
- fuel-system
Fuel system used (e.g., mpfi, 2bbl, mfi, 1bbl)
- bore
Diameter of the cylinders in the engine
- stroke
Stroke length of the engine
- compression-ratio
Compression ratio of the engine
- horsepower
Horsepower generated by the engine
- peak-rpm
Peak RPM of the engine
- city-mpg
Miles per gallon in the city
- highway-mpg
Miles per gallon on the highway
- price
Price of the vehicle
Source
Downloaded from Kaggle.com by the user Ramakrishnan Srinivasan. see https://www.kaggle.com/toramky/automobile-dataset
Examples
data(df_automotive_data)
head(df_automotive_data)
#> symboling normalized-losses make fuel-type aspiration num-of-doors body-style drive-wheels engine-location wheel-base length width height curb-weight engine-type num-of-cylinders
#> 1 3 NA alfa-romero gas std two convertible rwd front 88.6 168.8 64.1 48.8 2548 dohc four
#> 2 3 NA alfa-romero gas std two convertible rwd front 88.6 168.8 64.1 48.8 2548 dohc four
#> 3 1 NA alfa-romero gas std two hatchback rwd front 94.5 171.2 65.5 52.4 2823 ohcv six
#> 4 2 164 audi gas std four sedan fwd front 99.8 176.6 66.2 54.3 2337 ohc four
#> 5 2 164 audi gas std four sedan 4wd front 99.4 176.6 66.4 54.3 2824 ohc five
#> 6 2 NA audi gas std two sedan fwd front 99.8 177.3 66.3 53.1 2507 ohc five
#> engine-size fuel-system bore stroke compression-ratio horsepower peak-rpm city-mpg highway-mpg price
#> 1 130 mpfi 3.47 2.68 9.0 111 5000 21 27 13495
#> 2 130 mpfi 3.47 2.68 9.0 111 5000 21 27 16500
#> 3 152 mpfi 2.68 3.47 9.0 154 5000 19 26 16500
#> 4 109 mpfi 3.19 3.40 10.0 102 5500 24 30 13950
#> 5 136 mpfi 3.19 3.40 8.0 115 5500 18 22 17450
#> 6 136 mpfi 3.19 3.40 8.5 110 5500 19 25 15250