Example R notebook

More info here: https://irkernel.github.io/

options(repr.plot.width = 8, repr.plot.height = 6, repr.plot.res = 200)

x <- seq(0, 2*pi, .1)
y <- sin(x)
plot(x, y, type="l")

Tidyverse

library(tidyverse)

Registered S3 methods overwritten by 'ggplot2':
  method         from 
  [.quosures     rlang
  c.quosures     rlang
  print.quosures rlang
Registered S3 method overwritten by 'rvest':
  method            from
  read_xml.response xml2
── Attaching packages ─────────────────────────────────────── tidyverse 1.2.1 ──
✔ ggplot2 3.1.1       ✔ purrr   0.3.2  
✔ tibble  2.1.1       ✔ dplyr   0.8.0.1
✔ tidyr   0.8.3       ✔ stringr 1.4.0  
✔ readr   1.3.1       ✔ forcats 0.4.0  
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()

Documentation:

• Tidyverse
  • R for Data Science (2e) (online book)
  • Tidy Modeling with R (online book)

ggplot(data = mpg) + 
  geom_point(mapping = aes(x = displ, y = hwy, color = class))