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purrr and scatterplots

Since ggplot() does not accept lists as an input, it can be paired up with purrr to go from a list to a data frame to a ggplot() graph in just a few lines of code.

You will continue to work with the gh_users data for this exercise. You will use a map_*() function to pull out a few of the named elements and transform them into the correct datatype. Then create a scatterplot that compares the user's number of followers to the user's number of public repositories.

Latihan ini adalah bagian dari kursus

Foundations of Functional Programming with purrr

Lihat Kursus

Petunjuk latihan

  • map() over gh_users, use the map_*() function that creates a data frame, with four columns, named "login", "name", "followers" and "public_repos".
  • Pipe that data frame into a scatterplot, where the x axis is followers and y is public_repos.

Latihan interaktif praktis

Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# Create a data frame with four columns
map___(___, `[`, 
       c(___,___,___,___)) %>%
       # Plot followers by public_repos
    ggplot(., 
         aes(x = ___, y = ___)) + 
        # Create scatter plots
        geom____()
Edit dan Jalankan Kode