The pipe operator

• It can be written as %>% or |>

• Makes your code more clear

mutate(x, y=x+1)
# same as 
x %>% 
  mutate(y=x+1)
# or
x |>
  mutate(y=x+1)

• Use a keyboard shortcut to put it in a script!

• In my mac is Ctrl+Shift m

Why?

• With the pipe operator we can chain multiple functions together.

• Calculate mean total points grouped by playoffs.

nba <- readRDS('./nba.rds')
nba_grouped <- group_by(nba, Playoff) 
nba_summary <- summarize(nba_grouped,
                         avg_pts=mean(PTS))

nba_summary <- readRDS('./nba.rds') %>% 
  group_by(Playoff) %>% 
  summarize(avg_pts=mean(PTS))

Rmarkdown

• File format for reports.

• It combines R code and text.

• It generates documents (pdf, word, html).

Create a file inside your project

Contents

• Line 11 is text (level 2 header).

• Line 15 is regular text.

• Lines 17-19 are R code

Rmarkdown

• R code chunks appear between 3 backticks (`).

• When we run the file, R runs all the code inside this chunks and puts the output in the final document.

• Ctrl+Shift+i inserts a code chunk.

• Outside the tags, your can use markdown

Knit

• Press the knit button to generate the final document (pdf, word or html file).