class: center, middle, inverse, title-slide # Title ##
Introduction to Data Science ###
introds.org
###
Dr. Mine Çetinkaya-Rundel --- layout: true <div class="my-footer"> <span> <a href="https://introds.org" target="_blank">introds.org</a> </span> </div> --- class: middle # Section title --- class: inverse ## Inverse `class: inverse` Use for full page figures --- ## Sample slide - with - tight - bullet - points --- ## Sample slide - with - spaced out - bullet - points --- # Colored text - .dark-blue[dark-blue] `\(\leftarrow\)` there's also dark-blue - .light-blue[light-blue] - .green[green] - .gray[gray] - .pink[pink] - .yellow[yellow] --- ## Text alignment left .right[right] .center[center] --- ## Font sizes - .huge[huge = 400%] - .larger[larger = 250%] - .large[large = 125%] - .midi[midi = 85%] - .small[small = 70%] - .xsmall[xsmall = 60%] - .tiny[tiny = 50%] --- ## Huge numbers .pull-left[ huge-blue-number .huge-blue-number[1] ] .pull-right[ huge-pink-number .huge-pink-number[2] ] --- ## Handwriting - text - .hand[hand] - .hand[.pink[hand with]] - .hand[.green[other colors]] --- ## Two columns, equal width .pull-left[ - text - on - left ] .pull-right[ ```r 2 + 1 ``` ``` ## [1] 3 ``` ```r *plot(cars) ``` <img src="sample-deck_files/figure-html/unnamed-chunk-2-1.png" width="60%" style="display: block; margin: auto;" /> ] --- ## Two columns, wider left .pull-left-wide[ - text - on - left ] .pull-right-narrow[ ```r 2 + 1 ``` ``` ## [1] 3 ``` ```r *plot(cars) ``` <img src="sample-deck_files/figure-html/unnamed-chunk-3-1.png" width="60%" style="display: block; margin: auto;" /> ] --- ## Two columns, wider right .pull-left-narrow[ - text - on - left ] .pull-right-wide[ ```r 2 + 1 ``` ``` ## [1] 3 ``` ```r *plot(cars) ``` <img src="sample-deck_files/figure-html/unnamed-chunk-4-1.png" width="60%" style="display: block; margin: auto;" /> ] --- ## Footnote Some text<sup>+</sup> .footnote[<sup>+</sup>Footnote] --- ## Custom boxes .question[ A question: What is data science? ] .your-turn[ Some instructions: Figure out what data science is... ] .tip[ A tip: Nobody knows what data science is! ] --- ## ggplot ```r library(ggplot2) ggplot(mpg, aes(x = hwy, y = cty, color = drv)) + * geom_point() ``` <img src="sample-deck_files/figure-html/unnamed-chunk-5-1.png" width="55%" style="display: block; margin: auto;" /> --- ## tibble ```r mpg ``` ``` ## # A tibble: 234 x 11 ## manufacturer model displ year cyl trans drv cty hwy ## <chr> <chr> <dbl> <int> <int> <chr> <chr> <int> <int> ## 1 audi a4 1.8 1999 4 auto… f 18 29 ## 2 audi a4 1.8 1999 4 manu… f 21 29 ## 3 audi a4 2 2008 4 manu… f 20 31 ## 4 audi a4 2 2008 4 auto… f 21 30 ## 5 audi a4 2.8 1999 6 auto… f 16 26 ## 6 audi a4 2.8 1999 6 manu… f 18 26 ## # … with 228 more rows, and 2 more variables: fl <chr>, ## # class <chr> ``` --- ## kable ```r library(knitr) kable(mpg) ``` |manufacturer |model | displ| year| cyl|trans |drv | cty| hwy|fl |class | |:------------|:----------------------|-----:|----:|---:|:----------|:---|---:|---:|:--|:----------| |audi |a4 | 1.8| 1999| 4|auto(l5) |f | 18| 29|p |compact | |audi |a4 | 1.8| 1999| 4|manual(m5) |f | 21| 29|p |compact | |audi |a4 | 2.0| 2008| 4|manual(m6) |f | 20| 31|p |compact | |audi |a4 | 2.0| 2008| 4|auto(av) |f | 21| 30|p |compact | |audi |a4 | 2.8| 1999| 6|auto(l5) |f | 16| 26|p |compact | |audi |a4 | 2.8| 1999| 6|manual(m5) |f | 18| 26|p |compact | |audi |a4 | 3.1| 2008| 6|auto(av) |f | 18| 27|p |compact | |audi |a4 quattro | 1.8| 1999| 4|manual(m5) |4 | 18| 26|p |compact | |audi |a4 quattro | 1.8| 1999| 4|auto(l5) |4 | 16| 25|p |compact | |audi |a4 quattro | 2.0| 2008| 4|manual(m6) |4 | 20| 28|p |compact | |audi |a4 quattro | 2.0| 2008| 4|auto(s6) |4 | 19| 27|p |compact | |audi |a4 quattro | 2.8| 1999| 6|auto(l5) |4 | 15| 25|p |compact | |audi |a4 quattro | 2.8| 1999| 6|manual(m5) |4 | 17| 25|p |compact | |audi |a4 quattro | 3.1| 2008| 6|auto(s6) |4 | 17| 25|p |compact | |audi |a4 quattro | 3.1| 2008| 6|manual(m6) |4 | 15| 25|p |compact | |audi |a6 quattro | 2.8| 1999| 6|auto(l5) |4 | 15| 24|p |midsize | |audi |a6 quattro | 3.1| 2008| 6|auto(s6) |4 | 17| 25|p |midsize | |audi |a6 quattro | 4.2| 2008| 8|auto(s6) |4 | 16| 23|p |midsize | |chevrolet |c1500 suburban 2wd | 5.3| 2008| 8|auto(l4) |r | 14| 20|r |suv | |chevrolet |c1500 suburban 2wd | 5.3| 2008| 8|auto(l4) |r | 11| 15|e |suv | |chevrolet |c1500 suburban 2wd | 5.3| 2008| 8|auto(l4) |r | 14| 20|r |suv | |chevrolet |c1500 suburban 2wd | 5.7| 1999| 8|auto(l4) |r | 13| 17|r |suv | |chevrolet |c1500 suburban 2wd | 6.0| 2008| 8|auto(l4) |r | 12| 17|r |suv | |chevrolet |corvette | 5.7| 1999| 8|manual(m6) |r | 16| 26|p |2seater | |chevrolet |corvette | 5.7| 1999| 8|auto(l4) |r | 15| 23|p |2seater | |chevrolet |corvette | 6.2| 2008| 8|manual(m6) |r | 16| 26|p |2seater | |chevrolet |corvette | 6.2| 2008| 8|auto(s6) |r | 15| 25|p |2seater | |chevrolet |corvette | 7.0| 2008| 8|manual(m6) |r | 15| 24|p |2seater | |chevrolet |k1500 tahoe 4wd | 5.3| 2008| 8|auto(l4) |4 | 14| 19|r |suv | |chevrolet |k1500 tahoe 4wd | 5.3| 2008| 8|auto(l4) |4 | 11| 14|e |suv | |chevrolet |k1500 tahoe 4wd | 5.7| 1999| 8|auto(l4) |4 | 11| 15|r |suv | |chevrolet |k1500 tahoe 4wd | 6.5| 1999| 8|auto(l4) |4 | 14| 17|d |suv | |chevrolet |malibu | 2.4| 1999| 4|auto(l4) |f | 19| 27|r |midsize | |chevrolet |malibu | 2.4| 2008| 4|auto(l4) |f | 22| 30|r |midsize | |chevrolet |malibu | 3.1| 1999| 6|auto(l4) |f | 18| 26|r |midsize | |chevrolet |malibu | 3.5| 2008| 6|auto(l4) |f | 18| 29|r |midsize | |chevrolet |malibu | 3.6| 2008| 6|auto(s6) |f | 17| 26|r |midsize | |dodge |caravan 2wd | 2.4| 1999| 4|auto(l3) |f | 18| 24|r |minivan | |dodge |caravan 2wd | 3.0| 1999| 6|auto(l4) |f | 17| 24|r |minivan | |dodge |caravan 2wd | 3.3| 1999| 6|auto(l4) |f | 16| 22|r |minivan | |dodge |caravan 2wd | 3.3| 1999| 6|auto(l4) |f | 16| 22|r |minivan | |dodge |caravan 2wd | 3.3| 2008| 6|auto(l4) |f | 17| 24|r |minivan | |dodge |caravan 2wd | 3.3| 2008| 6|auto(l4) |f | 17| 24|r |minivan | |dodge |caravan 2wd | 3.3| 2008| 6|auto(l4) |f | 11| 17|e |minivan | |dodge |caravan 2wd | 3.8| 1999| 6|auto(l4) |f | 15| 22|r |minivan | |dodge |caravan 2wd | 3.8| 1999| 6|auto(l4) |f | 15| 21|r |minivan | |dodge |caravan 2wd | 3.8| 2008| 6|auto(l6) |f | 16| 23|r |minivan | |dodge |caravan 2wd | 4.0| 2008| 6|auto(l6) |f | 16| 23|r |minivan | |dodge |dakota pickup 4wd | 3.7| 2008| 6|manual(m6) |4 | 15| 19|r |pickup | |dodge |dakota pickup 4wd | 3.7| 2008| 6|auto(l4) |4 | 14| 18|r |pickup | |dodge |dakota pickup 4wd | 3.9| 1999| 6|auto(l4) |4 | 13| 17|r |pickup | |dodge |dakota pickup 4wd | 3.9| 1999| 6|manual(m5) |4 | 14| 17|r |pickup | |dodge |dakota pickup 4wd | 4.7| 2008| 8|auto(l5) |4 | 14| 19|r |pickup | |dodge |dakota pickup 4wd | 4.7| 2008| 8|auto(l5) |4 | 14| 19|r |pickup | |dodge |dakota pickup 4wd | 4.7| 2008| 8|auto(l5) |4 | 9| 12|e |pickup | |dodge |dakota pickup 4wd | 5.2| 1999| 8|manual(m5) |4 | 11| 17|r |pickup | |dodge |dakota pickup 4wd | 5.2| 1999| 8|auto(l4) |4 | 11| 15|r |pickup | |dodge |durango 4wd | 3.9| 1999| 6|auto(l4) |4 | 13| 17|r |suv | |dodge |durango 4wd | 4.7| 2008| 8|auto(l5) |4 | 13| 17|r |suv | |dodge |durango 4wd | 4.7| 2008| 8|auto(l5) |4 | 9| 12|e |suv | |dodge |durango 4wd | 4.7| 2008| 8|auto(l5) |4 | 13| 17|r |suv | |dodge |durango 4wd | 5.2| 1999| 8|auto(l4) |4 | 11| 16|r |suv | |dodge |durango 4wd | 5.7| 2008| 8|auto(l5) |4 | 13| 18|r |suv | |dodge |durango 4wd | 5.9| 1999| 8|auto(l4) |4 | 11| 15|r |suv | |dodge |ram 1500 pickup 4wd | 4.7| 2008| 8|manual(m6) |4 | 12| 16|r |pickup | |dodge |ram 1500 pickup 4wd | 4.7| 2008| 8|auto(l5) |4 | 9| 12|e |pickup | |dodge |ram 1500 pickup 4wd | 4.7| 2008| 8|auto(l5) |4 | 13| 17|r |pickup | |dodge |ram 1500 pickup 4wd | 4.7| 2008| 8|auto(l5) |4 | 13| 17|r |pickup | |dodge |ram 1500 pickup 4wd | 4.7| 2008| 8|manual(m6) |4 | 12| 16|r |pickup | |dodge |ram 1500 pickup 4wd | 4.7| 2008| 8|manual(m6) |4 | 9| 12|e |pickup | |dodge |ram 1500 pickup 4wd | 5.2| 1999| 8|auto(l4) |4 | 11| 15|r |pickup | |dodge |ram 1500 pickup 4wd | 5.2| 1999| 8|manual(m5) |4 | 11| 16|r |pickup | |dodge |ram 1500 pickup 4wd | 5.7| 2008| 8|auto(l5) |4 | 13| 17|r |pickup | |dodge |ram 1500 pickup 4wd | 5.9| 1999| 8|auto(l4) |4 | 11| 15|r |pickup | |ford |expedition 2wd | 4.6| 1999| 8|auto(l4) |r | 11| 17|r |suv | |ford |expedition 2wd | 5.4| 1999| 8|auto(l4) |r | 11| 17|r |suv | |ford |expedition 2wd | 5.4| 2008| 8|auto(l6) |r | 12| 18|r |suv | |ford |explorer 4wd | 4.0| 1999| 6|auto(l5) |4 | 14| 17|r |suv | |ford |explorer 4wd | 4.0| 1999| 6|manual(m5) |4 | 15| 19|r |suv | |ford |explorer 4wd | 4.0| 1999| 6|auto(l5) |4 | 14| 17|r |suv | |ford |explorer 4wd | 4.0| 2008| 6|auto(l5) |4 | 13| 19|r |suv | |ford |explorer 4wd | 4.6| 2008| 8|auto(l6) |4 | 13| 19|r |suv | |ford |explorer 4wd | 5.0| 1999| 8|auto(l4) |4 | 13| 17|r |suv | |ford |f150 pickup 4wd | 4.2| 1999| 6|auto(l4) |4 | 14| 17|r |pickup | |ford |f150 pickup 4wd | 4.2| 1999| 6|manual(m5) |4 | 14| 17|r |pickup | |ford |f150 pickup 4wd | 4.6| 1999| 8|manual(m5) |4 | 13| 16|r |pickup | |ford |f150 pickup 4wd | 4.6| 1999| 8|auto(l4) |4 | 13| 16|r |pickup | |ford |f150 pickup 4wd | 4.6| 2008| 8|auto(l4) |4 | 13| 17|r |pickup | |ford |f150 pickup 4wd | 5.4| 1999| 8|auto(l4) |4 | 11| 15|r |pickup | |ford |f150 pickup 4wd | 5.4| 2008| 8|auto(l4) |4 | 13| 17|r |pickup | |ford |mustang | 3.8| 1999| 6|manual(m5) |r | 18| 26|r |subcompact | |ford |mustang | 3.8| 1999| 6|auto(l4) |r | 18| 25|r |subcompact | |ford |mustang | 4.0| 2008| 6|manual(m5) |r | 17| 26|r |subcompact | |ford |mustang | 4.0| 2008| 6|auto(l5) |r | 16| 24|r |subcompact | |ford |mustang | 4.6| 1999| 8|auto(l4) |r | 15| 21|r |subcompact | |ford |mustang | 4.6| 1999| 8|manual(m5) |r | 15| 22|r |subcompact | |ford |mustang | 4.6| 2008| 8|manual(m5) |r | 15| 23|r |subcompact | |ford |mustang | 4.6| 2008| 8|auto(l5) |r | 15| 22|r |subcompact | |ford |mustang | 5.4| 2008| 8|manual(m6) |r | 14| 20|p |subcompact | |honda |civic | 1.6| 1999| 4|manual(m5) |f | 28| 33|r |subcompact | |honda |civic | 1.6| 1999| 4|auto(l4) |f | 24| 32|r |subcompact | |honda |civic | 1.6| 1999| 4|manual(m5) |f | 25| 32|r |subcompact | |honda |civic | 1.6| 1999| 4|manual(m5) |f | 23| 29|p |subcompact | |honda |civic | 1.6| 1999| 4|auto(l4) |f | 24| 32|r |subcompact | |honda |civic | 1.8| 2008| 4|manual(m5) |f | 26| 34|r |subcompact | |honda |civic | 1.8| 2008| 4|auto(l5) |f | 25| 36|r |subcompact | |honda |civic | 1.8| 2008| 4|auto(l5) |f | 24| 36|c |subcompact | |honda |civic | 2.0| 2008| 4|manual(m6) |f | 21| 29|p |subcompact | |hyundai |sonata | 2.4| 1999| 4|auto(l4) |f | 18| 26|r |midsize | |hyundai |sonata | 2.4| 1999| 4|manual(m5) |f | 18| 27|r |midsize | |hyundai |sonata | 2.4| 2008| 4|auto(l4) |f | 21| 30|r |midsize | |hyundai |sonata | 2.4| 2008| 4|manual(m5) |f | 21| 31|r |midsize | |hyundai |sonata | 2.5| 1999| 6|auto(l4) |f | 18| 26|r |midsize | |hyundai |sonata | 2.5| 1999| 6|manual(m5) |f | 18| 26|r |midsize | |hyundai |sonata | 3.3| 2008| 6|auto(l5) |f | 19| 28|r |midsize | |hyundai |tiburon | 2.0| 1999| 4|auto(l4) |f | 19| 26|r |subcompact | |hyundai |tiburon | 2.0| 1999| 4|manual(m5) |f | 19| 29|r |subcompact | |hyundai |tiburon | 2.0| 2008| 4|manual(m5) |f | 20| 28|r |subcompact | |hyundai |tiburon | 2.0| 2008| 4|auto(l4) |f | 20| 27|r |subcompact | |hyundai |tiburon | 2.7| 2008| 6|auto(l4) |f | 17| 24|r |subcompact | |hyundai |tiburon | 2.7| 2008| 6|manual(m6) |f | 16| 24|r |subcompact | |hyundai |tiburon | 2.7| 2008| 6|manual(m5) |f | 17| 24|r |subcompact | |jeep |grand cherokee 4wd | 3.0| 2008| 6|auto(l5) |4 | 17| 22|d |suv | |jeep |grand cherokee 4wd | 3.7| 2008| 6|auto(l5) |4 | 15| 19|r |suv | |jeep |grand cherokee 4wd | 4.0| 1999| 6|auto(l4) |4 | 15| 20|r |suv | |jeep |grand cherokee 4wd | 4.7| 1999| 8|auto(l4) |4 | 14| 17|r |suv | |jeep |grand cherokee 4wd | 4.7| 2008| 8|auto(l5) |4 | 9| 12|e |suv | |jeep |grand cherokee 4wd | 4.7| 2008| 8|auto(l5) |4 | 14| 19|r |suv | |jeep |grand cherokee 4wd | 5.7| 2008| 8|auto(l5) |4 | 13| 18|r |suv | |jeep |grand cherokee 4wd | 6.1| 2008| 8|auto(l5) |4 | 11| 14|p |suv | |land rover |range rover | 4.0| 1999| 8|auto(l4) |4 | 11| 15|p |suv | |land rover |range rover | 4.2| 2008| 8|auto(s6) |4 | 12| 18|r |suv | |land rover |range rover | 4.4| 2008| 8|auto(s6) |4 | 12| 18|r |suv | |land rover |range rover | 4.6| 1999| 8|auto(l4) |4 | 11| 15|p |suv | |lincoln |navigator 2wd | 5.4| 1999| 8|auto(l4) |r | 11| 17|r |suv | |lincoln |navigator 2wd | 5.4| 1999| 8|auto(l4) |r | 11| 16|p |suv | |lincoln |navigator 2wd | 5.4| 2008| 8|auto(l6) |r | 12| 18|r |suv | |mercury |mountaineer 4wd | 4.0| 1999| 6|auto(l5) |4 | 14| 17|r |suv | |mercury |mountaineer 4wd | 4.0| 2008| 6|auto(l5) |4 | 13| 19|r |suv | |mercury |mountaineer 4wd | 4.6| 2008| 8|auto(l6) |4 | 13| 19|r |suv | |mercury |mountaineer 4wd | 5.0| 1999| 8|auto(l4) |4 | 13| 17|r |suv | |nissan |altima | 2.4| 1999| 4|manual(m5) |f | 21| 29|r |compact | |nissan |altima | 2.4| 1999| 4|auto(l4) |f | 19| 27|r |compact | |nissan |altima | 2.5| 2008| 4|auto(av) |f | 23| 31|r |midsize | |nissan |altima | 2.5| 2008| 4|manual(m6) |f | 23| 32|r |midsize | |nissan |altima | 3.5| 2008| 6|manual(m6) |f | 19| 27|p |midsize | |nissan |altima | 3.5| 2008| 6|auto(av) |f | 19| 26|p |midsize | |nissan |maxima | 3.0| 1999| 6|auto(l4) |f | 18| 26|r |midsize | |nissan |maxima | 3.0| 1999| 6|manual(m5) |f | 19| 25|r |midsize | |nissan |maxima | 3.5| 2008| 6|auto(av) |f | 19| 25|p |midsize | |nissan |pathfinder 4wd | 3.3| 1999| 6|auto(l4) |4 | 14| 17|r |suv | |nissan |pathfinder 4wd | 3.3| 1999| 6|manual(m5) |4 | 15| 17|r |suv | |nissan |pathfinder 4wd | 4.0| 2008| 6|auto(l5) |4 | 14| 20|p |suv | |nissan |pathfinder 4wd | 5.6| 2008| 8|auto(s5) |4 | 12| 18|p |suv | |pontiac |grand prix | 3.1| 1999| 6|auto(l4) |f | 18| 26|r |midsize | |pontiac |grand prix | 3.8| 1999| 6|auto(l4) |f | 16| 26|p |midsize | |pontiac |grand prix | 3.8| 1999| 6|auto(l4) |f | 17| 27|r |midsize | |pontiac |grand prix | 3.8| 2008| 6|auto(l4) |f | 18| 28|r |midsize | |pontiac |grand prix | 5.3| 2008| 8|auto(s4) |f | 16| 25|p |midsize | |subaru |forester awd | 2.5| 1999| 4|manual(m5) |4 | 18| 25|r |suv | |subaru |forester awd | 2.5| 1999| 4|auto(l4) |4 | 18| 24|r |suv | |subaru |forester awd | 2.5| 2008| 4|manual(m5) |4 | 20| 27|r |suv | |subaru |forester awd | 2.5| 2008| 4|manual(m5) |4 | 19| 25|p |suv | |subaru |forester awd | 2.5| 2008| 4|auto(l4) |4 | 20| 26|r |suv | |subaru |forester awd | 2.5| 2008| 4|auto(l4) |4 | 18| 23|p |suv | |subaru |impreza awd | 2.2| 1999| 4|auto(l4) |4 | 21| 26|r |subcompact | |subaru |impreza awd | 2.2| 1999| 4|manual(m5) |4 | 19| 26|r |subcompact | |subaru |impreza awd | 2.5| 1999| 4|manual(m5) |4 | 19| 26|r |subcompact | |subaru |impreza awd | 2.5| 1999| 4|auto(l4) |4 | 19| 26|r |subcompact | |subaru |impreza awd | 2.5| 2008| 4|auto(s4) |4 | 20| 25|p |compact | |subaru |impreza awd | 2.5| 2008| 4|auto(s4) |4 | 20| 27|r |compact | |subaru |impreza awd | 2.5| 2008| 4|manual(m5) |4 | 19| 25|p |compact | |subaru |impreza awd | 2.5| 2008| 4|manual(m5) |4 | 20| 27|r |compact | |toyota |4runner 4wd | 2.7| 1999| 4|manual(m5) |4 | 15| 20|r |suv | |toyota |4runner 4wd | 2.7| 1999| 4|auto(l4) |4 | 16| 20|r |suv | |toyota |4runner 4wd | 3.4| 1999| 6|auto(l4) |4 | 15| 19|r |suv | |toyota |4runner 4wd | 3.4| 1999| 6|manual(m5) |4 | 15| 17|r |suv | |toyota |4runner 4wd | 4.0| 2008| 6|auto(l5) |4 | 16| 20|r |suv | |toyota |4runner 4wd | 4.7| 2008| 8|auto(l5) |4 | 14| 17|r |suv | |toyota |camry | 2.2| 1999| 4|manual(m5) |f | 21| 29|r |midsize | |toyota |camry | 2.2| 1999| 4|auto(l4) |f | 21| 27|r |midsize | |toyota |camry | 2.4| 2008| 4|manual(m5) |f | 21| 31|r |midsize | |toyota |camry | 2.4| 2008| 4|auto(l5) |f | 21| 31|r |midsize | |toyota |camry | 3.0| 1999| 6|auto(l4) |f | 18| 26|r |midsize | |toyota |camry | 3.0| 1999| 6|manual(m5) |f | 18| 26|r |midsize | |toyota |camry | 3.5| 2008| 6|auto(s6) |f | 19| 28|r |midsize | |toyota |camry solara | 2.2| 1999| 4|auto(l4) |f | 21| 27|r |compact | |toyota |camry solara | 2.2| 1999| 4|manual(m5) |f | 21| 29|r |compact | |toyota |camry solara | 2.4| 2008| 4|manual(m5) |f | 21| 31|r |compact | |toyota |camry solara | 2.4| 2008| 4|auto(s5) |f | 22| 31|r |compact | |toyota |camry solara | 3.0| 1999| 6|auto(l4) |f | 18| 26|r |compact | |toyota |camry solara | 3.0| 1999| 6|manual(m5) |f | 18| 26|r |compact | |toyota |camry solara | 3.3| 2008| 6|auto(s5) |f | 18| 27|r |compact | |toyota |corolla | 1.8| 1999| 4|auto(l3) |f | 24| 30|r |compact | |toyota |corolla | 1.8| 1999| 4|auto(l4) |f | 24| 33|r |compact | |toyota |corolla | 1.8| 1999| 4|manual(m5) |f | 26| 35|r |compact | |toyota |corolla | 1.8| 2008| 4|manual(m5) |f | 28| 37|r |compact | |toyota |corolla | 1.8| 2008| 4|auto(l4) |f | 26| 35|r |compact | |toyota |land cruiser wagon 4wd | 4.7| 1999| 8|auto(l4) |4 | 11| 15|r |suv | |toyota |land cruiser wagon 4wd | 5.7| 2008| 8|auto(s6) |4 | 13| 18|r |suv | |toyota |toyota tacoma 4wd | 2.7| 1999| 4|manual(m5) |4 | 15| 20|r |pickup | |toyota |toyota tacoma 4wd | 2.7| 1999| 4|auto(l4) |4 | 16| 20|r |pickup | |toyota |toyota tacoma 4wd | 2.7| 2008| 4|manual(m5) |4 | 17| 22|r |pickup | |toyota |toyota tacoma 4wd | 3.4| 1999| 6|manual(m5) |4 | 15| 17|r |pickup | |toyota |toyota tacoma 4wd | 3.4| 1999| 6|auto(l4) |4 | 15| 19|r |pickup | |toyota |toyota tacoma 4wd | 4.0| 2008| 6|manual(m6) |4 | 15| 18|r |pickup | |toyota |toyota tacoma 4wd | 4.0| 2008| 6|auto(l5) |4 | 16| 20|r |pickup | |volkswagen |gti | 2.0| 1999| 4|manual(m5) |f | 21| 29|r |compact | |volkswagen |gti | 2.0| 1999| 4|auto(l4) |f | 19| 26|r |compact | |volkswagen |gti | 2.0| 2008| 4|manual(m6) |f | 21| 29|p |compact | |volkswagen |gti | 2.0| 2008| 4|auto(s6) |f | 22| 29|p |compact | |volkswagen |gti | 2.8| 1999| 6|manual(m5) |f | 17| 24|r |compact | |volkswagen |jetta | 1.9| 1999| 4|manual(m5) |f | 33| 44|d |compact | |volkswagen |jetta | 2.0| 1999| 4|manual(m5) |f | 21| 29|r |compact | |volkswagen |jetta | 2.0| 1999| 4|auto(l4) |f | 19| 26|r |compact | |volkswagen |jetta | 2.0| 2008| 4|auto(s6) |f | 22| 29|p |compact | |volkswagen |jetta | 2.0| 2008| 4|manual(m6) |f | 21| 29|p |compact | |volkswagen |jetta | 2.5| 2008| 5|auto(s6) |f | 21| 29|r |compact | |volkswagen |jetta | 2.5| 2008| 5|manual(m5) |f | 21| 29|r |compact | |volkswagen |jetta | 2.8| 1999| 6|auto(l4) |f | 16| 23|r |compact | |volkswagen |jetta | 2.8| 1999| 6|manual(m5) |f | 17| 24|r |compact | |volkswagen |new beetle | 1.9| 1999| 4|manual(m5) |f | 35| 44|d |subcompact | |volkswagen |new beetle | 1.9| 1999| 4|auto(l4) |f | 29| 41|d |subcompact | |volkswagen |new beetle | 2.0| 1999| 4|manual(m5) |f | 21| 29|r |subcompact | |volkswagen |new beetle | 2.0| 1999| 4|auto(l4) |f | 19| 26|r |subcompact | |volkswagen |new beetle | 2.5| 2008| 5|manual(m5) |f | 20| 28|r |subcompact | |volkswagen |new beetle | 2.5| 2008| 5|auto(s6) |f | 20| 29|r |subcompact | |volkswagen |passat | 1.8| 1999| 4|manual(m5) |f | 21| 29|p |midsize | |volkswagen |passat | 1.8| 1999| 4|auto(l5) |f | 18| 29|p |midsize | |volkswagen |passat | 2.0| 2008| 4|auto(s6) |f | 19| 28|p |midsize | |volkswagen |passat | 2.0| 2008| 4|manual(m6) |f | 21| 29|p |midsize | |volkswagen |passat | 2.8| 1999| 6|auto(l5) |f | 16| 26|p |midsize | |volkswagen |passat | 2.8| 1999| 6|manual(m5) |f | 18| 26|p |midsize | |volkswagen |passat | 3.6| 2008| 6|auto(s6) |f | 17| 26|p |midsize | --- ```r library(DT) datatable(mpg) ```