Exploratory Data Analysis in R
Andrew Bray
Assistant Professor, Reed College
Analyze the two components separately
Collapse into two-level categorical variable
email %>%
mutate(zero = exclaim_mess == 0) %>%
ggplot(aes(x = zero)) +
geom_bar() +
facet_wrap(~spam)
email %>%
mutate(zero = exclaim_mess == 0) %>%
ggplot(aes(x = zero, fill = spam)) +
geom_bar()
email %>%
mutate(zero = exclaim_mess == 0) %>%
ggplot(aes(x = zero, fill = spam)) +
geom_bar(position = "fill")
Exploratory Data Analysis in R