Marcus Smith - Starwars

Let’s analyze the starwars data:

starwars <- read_csv("https://bcdanl.github.io/data/starwars.csv")

rmarkdown::paged_table(starwars)

ABCDEFGHIJ0123456789

films <chr>	name <chr>	species <chr>	height <dbl>	mass <dbl>	hair_color <chr>	skin_color <chr>	eye_color <chr>	birth_year <dbl>
The Empire Strikes Back	Luke Skywalker	Human	172	77.0	blond	fair	blue	19.0
Revenge of the Sith	Luke Skywalker	Human	172	77.0	blond	fair	blue	19.0
Return of the Jedi	Luke Skywalker	Human	172	77.0	blond	fair	blue	19.0
A New Hope	Luke Skywalker	Human	172	77.0	blond	fair	blue	19.0
The Force Awakens	Luke Skywalker	Human	172	77.0	blond	fair	blue	19.0
The Empire Strikes Back	C-3PO	Droid	167	75.0	NA	gold	yellow	112.0
Attack of the Clones	C-3PO	Droid	167	75.0	NA	gold	yellow	112.0
The Phantom Menace	C-3PO	Droid	167	75.0	NA	gold	yellow	112.0
Revenge of the Sith	C-3PO	Droid	167	75.0	NA	gold	yellow	112.0
Return of the Jedi	C-3PO	Droid	167	75.0	NA	gold	yellow	112.0

Variable Description for `starwars` data.frame

The following describes the variables in the starwars data.frame.

films List of films the character appeared in
name Name of the character
species Name of species
height Height (cm)
mass Weight (kg)
hair_color, skin_color, eye_color Hair, skin, and eye colors
birth_year Year born (BBY = Before Battle of Yavin)
sex The biological sex of the character, namely male, female, hermaphroditic, or none (as in the case for Droids).
gender The gender role or gender identity of the character as determined by their personality or the way they were programmed (as in the case for Droids).
homeworld Name of homeworld

Human vs. Droid

ggplot(data = 
         starwars %>% 
         filter(species %in% c("Human", "Droid"))) +
  geom_boxplot(aes(x = species, y = mass, 
                   fill = species),
               show.legend = FALSE)

Variable Description for starwars data.frame

Human vs. Droid

Variable Description for `starwars` data.frame