反向堆叠酒吧顺序 [英] Reverse stacked bar order
问题描述
我使用ggplot创建了一个堆叠条形图,如下所示:
plot_df < - df [!is.na (df $ levels),]
ggplot(plot_df,aes(group))+ geom_bar(aes(fill = levels),position =fill)
这给了我这样的一些东西:
p>
我如何反转堆叠酒吧本身的顺序,以便等级1位于底部,等级5位于每个酒吧的顶部?
我在这方面看到了很多问题(例如
这是原始图:
ggplot(plot_df,aes(group,fill = levels))+
geom_bar(position =fill)
请注意,图例中的水平(颜色)与堆叠酒吧中的顺序不同。
I'm creating a stacked bar chart using ggplot like this:
plot_df <- df[!is.na(df$levels), ]
ggplot(plot_df, aes(group)) + geom_bar(aes(fill = levels), position = "fill")
Which gives me something like this:
How do I reverse the order the stacked bars themselves, so that level 1 is at the bottom, and level 5 is at the top of each bar?
I've seen a number of questions on this (e.g. How to control ordering of stacked bar chart using identity on ggplot2) and the common solution seems to be to reorder the dataframe by that level as that what ggplot is using the determine the order
So I've tried reordering using dplyr:
plot_df <- df[!is.na(df$levels), ] %>% arrange(desc(levels))
However, the plot comes out the same. It also doesn't seem to make a difference whether I arrange by ascending or descending order
Here is a reproducible example:
group <- c(1,2,3,4, 1,2,3,4, 1,2,3,4, 1,2,3,4, 1,2,3,4, 1,2,3,4)
levels <- c("1","1","1","1","2","2","2","2","3","3","3","3","4","4","4","4","5","5","5","5","1","1","1","1")
plot_df <- data.frame(group, levels)
ggplot(plot_df, aes(group)) + geom_bar(aes(fill = levels), position = "fill")
The release notes of ggplot2
version 2.2.0 on Stacking bars suggest:
If you want to stack in the opposite order, try
forcats::fct_rev()
library(ggplot2) # version 2.2.1 used
plot_df <- data.frame(group = rep(1:4, 6),
levels = factor(c(rep(1:5, each = 4), rep(1, 4))))
ggplot(plot_df, aes(group, fill = forcats::fct_rev(levels))) +
geom_bar(position = "fill")
This is the original plot:
ggplot(plot_df, aes(group, fill = levels)) +
geom_bar(position = "fill")
Or, using position_fill(reverse = TRUE)
as suggested by alistaire in his comment:
ggplot(plot_df, aes(group, fill = levels)) +
geom_bar(position = position_fill(reverse = TRUE))
Note that the levels (colors) in the legend is not in the same order as in the stacked bars.
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