我有一个数据框,想在一个特定的列上创建一个饼图,以指示该列中每个级别的百分比。
data <- data.frame(a=c("a1","a1","a2","a3","a1","a2","a3","a4","a2","a1","a5","a4","a3"),
b=1:13)
换句话说,我想要一个饼图来表示a1,a2,...的出现百分比
此外,我需要在图表上显示百分比。我怎样才能仅使用 ggplot2 包来完成这一切?
如有任何帮助,我们将不胜感激!
尝试以下操作:
library(dplyr)
library(ggplot2)
data <- data.frame(a=c("a1","a1","a2","a3","a1","a2","a3","a4","a2","a1","a5","a4","a3"),b=1:13)
data <- data %>%
group_by(a) %>%
count() %>%
ungroup() %>%
mutate(per=`n`/sum(`n`)) %>%
arrange(desc(a))
data$label <- scales::percent(data$per)
ggplot(data=data)+
geom_bar(aes(x="", y=per, fill=a), stat="identity", width = 1)+
coord_polar("y", start=0)+
theme_void()+
geom_text(aes(x=1, y = cumsum(per) - per/2, label=label))
我还包括另一个版本的饼图,翻转饼图切片和标签的顺序(如果这是你的意思):
ggplot(data=data)+
geom_bar(aes(x="", y=per, fill=a), stat="identity", width = 1)+
coord_polar("y", start=0, direction = -1)+
theme_void()+
geom_text(aes(x=1, y = cumsum(per) - per/2, label=label))