library(ggplot2)

blank_theme <- theme_minimal()+
  theme(
    axis.title.x = element_blank(),
    axis.title.y = element_blank(),
    panel.border = element_blank(),
    panel.grid=element_blank(),
    axis.ticks = element_blank(),
    plot.title=element_text(size=14, face="bold")
  )



dat = data.frame(count=c(319, 442, 239), category=c("University", "High Scool", "Lower"))


dat$fraction = dat$count / sum(dat$count)

dat$ymax = cumsum(dat$fraction)
dat$ymin = c(0, head(dat$ymax, n=-1))

dat$category <- factor(dat$category, levels = c("University", "High Scool", "Lower"))


p1 = ggplot(dat, aes(fill=category, ymax=ymax, ymin=ymin, xmax=4, xmin=3)) +
  geom_rect(color='blue') +
  coord_polar(theta="y") +
  xlim(c(1, 4))



edu<-p1 + scale_fill_brewer("Education") + blank_theme +
  theme(axis.text.x=element_blank()) + theme(legend.position=c(.5, .5)) + ggtitle("") +
  theme(panel.grid=element_blank()) +
  theme(axis.text=element_blank()) +
  theme(axis.ticks=element_blank()) +
  theme(legend.title = element_text(size=16, face="bold")) +
  theme(legend.text = element_text(size = 14, face = "bold"))

edu