基于 Facet 变量重新排序 X 变量

Question

我正在创建一个小平面网格。我正在尝试根据指定的构面变量 (.~Order) 的级别来反转 x 轴（上下文）上的级别顺序。

(例如，对于Order，如果"NFF"，那么Context的顺序="NF"，"IF"；如果"IFF"，那么Context的顺序="IF", "NF").

编辑我正在处理的数据：

Order <- c("NFF", "NFF", "NFF", "NFF", "IFF", "IFF", "IFF", "IFF")
Concept <- c("BT","BT", "H", "H", "BT", "BT", "H", "H")
Context <- c("NF", "IF", "NF", "IF", "IF", "NF", "IF", "NF")
Mean <- c(3.587, 3.857, 3.467, 3.101, 2.986, 3.965, 3.154, 3.555)
SE <- c(0.13, 0.229, 0.143, 0.251, 0.281, 0.159, 0.251, 0.143)

FlowExp1 <- data.frame(Order, Concept, Context, Mean, SE)

到目前为止我尝试过的：

FlowExp1$Context <- factor(FlowExp1.3$Context,
                   levels = c("No Friction", "Implied Friction"))

limits <- aes(ymax = Mean + SE, ymin=Mean - SE)
dodge <- position_dodge(width=0.5)
cb<- c("dark grey", "grey30")

p <- ggplot(FlowExp1, aes(fill=Concept, y=Mean, x=Context))
p2<- p + geom_bar(position="dodge", stat="identity", width = .5)


p2 + 
  geom_bar(position=dodge) + 
  scale_fill_manual(values=cb, guide = FALSE)+
  geom_errorbar(limits, position=dodge, width=0.25) + 
  ylim(0,5) +
  facet_grid(. ~ Order)

这几乎行得通，我只需要在 facet_grid.

的第二张图上颠倒上下文的顺序

Answer 1

您可以通过创建一个虚拟变量来做到这一点，该虚拟变量是 x 轴上的变量和您要分面的变量之间的 interaction，

library(ggplot2)

## Use a subset of the diamonds dataset
data(diamonds)
dat <- droplevels(with(diamonds, diamonds[color %in% c("E","I") & 
                                 clarity %in% c("SI2", "SI1"), ]))

## See what it looks like first
p <- ggplot(dat, aes(fill=color, y=carat, x=clarity))
p2 <- p + geom_bar(position="dodge", stat="identity", width=0.5)
p2 + facet_grid(. ~ cut, scales="free_x")

此处的目标是仅在 "Premium" 方面更改此图中的清晰度顺序（x 轴）。

## Create a new factor of the interactions between variables of interest
dat$fact <- with(dat, interaction(cut, clarity))

## Change the order of clarity in "Premium" facet only
inds <- levels(dat$fact)
inds[grep("Premium", inds)] <- rev(grep("Premium", inds, value=T))
dat$fact <- factor(dat$fact, levels=inds)

## Plot it
p <- ggplot(dat, aes(fill=color, y=carat, x=fact))
p2 <- p + geom_bar(position="dodge", stat="identity", width=0.5)
p2 + facet_grid(. ~ cut, scales="free_x") +
  scale_x_discrete(labels="") + xlab("Clarity")

请注意高级面板中 SI2 和 SI1 的顺序已经调换了。

基于 Facet 变量重新排序 X 变量

Reorder X variable based on Facet variable

r

facet

ggplot2