更改ggplot中堆叠直方图条的顺序

Question

我在 ggplot 中创建了堆叠直方图。我想更改堆叠条的顺序。

我的数据集如下所示：

head(df)
  difficulty RegularPool SuperPool Item_Pool
1    -3.1185           1        NA   Regular
2    -2.9385           1        NA   Regular
3    -2.8100           1        NA   Regular
4    -2.2797           1        NA   Regular
5    -3.3321           1        NA   Regular
6    -3.0996           1        NA   Regular

我创建了 ggplot：

ggplot(data = df, 
    aes(x = difficulty, color = Item_Pool, fill = Item_Pool)) +
    geom_histogram(alpha= 0.5, position = "stack", binwidth = 0.1) +
    geom_vline(xintercept = logit.placement, linetype = "dashed", color = "blue") + #add placement lines
    annotate("text", x = logit.placement, y = 0, angle = 45, label=c("One Below", "Early","Mid", "Late", "One Above"), colour = "blue") + #label placement lines
    xlim(-8, 7) +
    ylab("Number of Testlets") +
    xlab("Testlet Difficulty") +
    ggtitle(paste("Grade ", grade, " Overall Cut = ", item.pool.cut, sep = ""))

如何让蓝色 ("Super") 条位于红色 ("Regular") 条之上？

Answer 1

您可以在调用 ggplot

之前更改 df 中的因子顺序

df$Item_Pool = factor(df$Item_Pool,levels=c("Super","Regular"))

按照您需要的顺序排列级别

更改ggplot中堆叠直方图条的顺序

Change the order of stacked histogram bars in ggplot

r

histogram

ggplot2