Given a dataset with a factor column (X1) and a subtotal column (X2)
X1 X2
1 1 12
2 2 200
3 3 23
4 4 86
5 5 141
I would like to create a graphic like this:
which gives x2 as a percentage of the X2 total, divided by X1.
Edit: clarity and adding dataset for reproducability
For example
set.seed(1234)
df <- data.frame(x = 1:6)
df$y <- runif(nrow(df))
df$type <- sample(letters, nrow(df))
ggplot(df, aes(x+-.5, y, fill=type)) +
geom_bar(stat="identity", width=1) +
coord_polar(start = pi/2) +
scale_x_continuous(limits = c(0, nrow(df)*2)) +
geom_text(aes(label=scales::percent(y))) +
ggthemes::theme_map() + theme(legend.position = c(0,.15))
gives you