R ggplot：如何将点与躲闪杆对齐？

Question

我想知道如何将geom_point点与geom_bar躲避的条位置对齐。

根据Year参数躲避条形图，但无论年份参数如何，所有点都在躲避条形图的中间绘制。

可重现的代码：

set.seed(42)
dat <- data.frame(Response = rep(paste0("Response",1:4),2),
                  Proportion = round(runif(8),2),
                  Year = c(rep(2017,4),rep(2018,4)))
industries <- data.frame(Response = rep(paste0("Response",1:4),6),
                         Proportion = round(runif(24),2),
                         Year = rep(c(rep(2017,4),rep(2018,4)),3),
                         Cat = rep(paste0("Cat",1:3),c(rep(8,3))))
ggplot(dat, aes(Response, Proportion, label = paste0(Proportion*100,"%"), fill = factor(Year))) + 
  geom_bar(stat = "identity", position = "dodge" ) + 
  geom_point(data = industries, aes(Response, Proportion, fill = factor(Year), col= Cat), size = 3) +
  theme(axis.text.x = element_text(angle = 90)) + 
  scale_y_continuous(labels = scales::percent) + 
  geom_text(position = position_dodge(width = 1), angle = 90)

Answer 1

你需要aes() group = factor(Year) ，然后是position = position_dodge(1) （由@Tung建议）。 同样在aes()为geom_point()重复x, y是多余的：

ggplot(dat, aes(Response, Proportion, label = paste0(Proportion*100,"%"), 
                fill = factor(Year))) + 
  geom_bar(stat = "identity", position = "dodge" ) + 
  geom_point(data = industries, aes(col= Cat, group = factor(Year)), size = 3,
             position = position_dodge(1)) +
  theme(axis.text.x = element_text(angle = 90)) + 
  scale_y_continuous(labels = scales::percent) + 
  geom_text(position = position_dodge(width = 1), angle = 90)