4 Workflow: basics
Practice
Why does this code not work?
my_variable <- 10 my_varıable
## Error in eval(expr, envir, enclos): object 'my_varıable' not found
Look carefully! (This may seem like an exercise in pointlessness, but training your brain to notice even the tiniest difference will pay off when programming.)
not my_var ı able, instead is my_var i able.
Tweak each of the following R commands so that they run correctly:
library(tidyverse) ggplot(data = mpg) + geom_point(mapping = aes(x = displ, y = hwy)) fliter(mpg, cyl = 8) filter(diamond, carat > 3)
filter(mpg, cyl == 8)
## # A tibble: 70 x 11 ## manufacturer model displ year cyl trans drv cty hwy fl class ## <chr> <chr> <dbl> <int> <int> <chr> <chr> <int> <int> <chr> <chr> ## 1 audi a6 q… 4.2 2008 8 auto… 4 16 23 p mids… ## 2 chevrolet c150… 5.3 2008 8 auto… r 14 20 r suv ## 3 chevrolet c150… 5.3 2008 8 auto… r 11 15 e suv ## 4 chevrolet c150… 5.3 2008 8 auto… r 14 20 r suv ## 5 chevrolet c150… 5.7 1999 8 auto… r 13 17 r suv ## 6 chevrolet c150… 6 2008 8 auto… r 12 17 r suv ## 7 chevrolet corv… 5.7 1999 8 manu… r 16 26 p 2sea… ## 8 chevrolet corv… 5.7 1999 8 auto… r 15 23 p 2sea… ## 9 chevrolet corv… 6.2 2008 8 manu… r 16 26 p 2sea… ## 10 chevrolet corv… 6.2 2008 8 auto… r 15 25 p 2sea… ## # … with 60 more rows
filter(diamonds, carat > 3)
## # A tibble: 32 x 10 ## carat cut color clarity depth table price x y z ## <dbl> <ord> <ord> <ord> <dbl> <dbl> <int> <dbl> <dbl> <dbl> ## 1 3.01 Premium I I1 62.7 58 8040 9.1 8.97 5.67 ## 2 3.11 Fair J I1 65.9 57 9823 9.15 9.02 5.98 ## 3 3.01 Premium F I1 62.2 56 9925 9.24 9.13 5.73 ## 4 3.05 Premium E I1 60.9 58 10453 9.26 9.25 5.66 ## 5 3.02 Fair I I1 65.2 56 10577 9.11 9.02 5.91 ## 6 3.01 Fair H I1 56.1 62 10761 9.54 9.38 5.31 ## 7 3.65 Fair H I1 67.1 53 11668 9.53 9.48 6.38 ## 8 3.24 Premium H I1 62.1 58 12300 9.44 9.4 5.85 ## 9 3.22 Ideal I I1 62.6 55 12545 9.49 9.42 5.92 ## 10 3.5 Ideal H I1 62.8 57 12587 9.65 9.59 6.03 ## # … with 22 more rows
Press Alt + Shift + K. What happens? How can you get to the same place using the menus?
In the tool bar, help > keyboard shortcuts help