本文介绍了在 ggplot2 中设置切面的绝对大小的处理方法,对大家解决问题具有一定的参考价值,需要的朋友们下面随着小编来一起学习吧!
问题描述
我正在为报告创建多个分面图.刻面的数量在 2 到 8 之间变化.理想情况下,我希望每个刻面的绝对大小(跨图)相同(例如 4x4 厘米),以便更容易比较它们(而且看起来也更好)).
I'm creating several facetted plots for a report. The number of facets varies between 2 and 8. Ideally, I'd like the absolute size of each facet (across plots) to be the same (e.g. 4x4 cm) so that it is easier to compare them (and it looks nicer, too).
这可能吗?
df1 <- structure(list(group1 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L,1L, 1L, 1L, 1L, 1L), .Label = c("S1", "S2"), class = "factor"), group = structure(c(1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L), .Label = c("A", "B", "C", "D", "E"), class = "factor"), value = 1:12), class = "data.frame", row.names = c(NA, -12L), .Names = c("group1", "group", "value"))
df2 <- structure(list(group1 = structure(c(2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), .Label = c("S1", "S2"), class = "factor"), group = structure(c(4L, 4L, 4L, 4L, 5L, 5L, 5L, 5L), .Label = c("A", "B", "C", "D", "E"), class = "factor"), value = 13:20), class = "data.frame", row.names = c(NA, -8L), .Names = c("group1", "group", "value"))
library(ggplot2)
plot1 <- ggplot(df1) + geom_histogram(aes(x=value)) + facet_wrap(~group)
plot2 <- ggplot(df2) + geom_histogram(aes(x=value)) + facet_wrap(~group)
推荐答案
我为此使用了以下函数,
I've used the following function for this purpose,
set_panel_size <- function(p=NULL, g=ggplotGrob(p), file=NULL,
margin = unit(1,"mm"),
width=unit(4, "cm"),
height=unit(4, "cm")){
panels <- grep("panel", g$layout$name)
panel_index_w<- unique(g$layout$l[panels])
panel_index_h<- unique(g$layout$t[panels])
nw <- length(panel_index_w)
nh <- length(panel_index_h)
if(getRversion() < "3.3.0"){
# the following conversion is necessary
# because there is no `[<-`.unit method
# so promoting to unit.list allows standard list indexing
g$widths <- grid:::unit.list(g$widths)
g$heights <- grid:::unit.list(g$heights)
g$widths[panel_index_w] <- rep(list(width), nw)
g$heights[panel_index_h] <- rep(list(height), nh)
} else {
g$widths[panel_index_w] <- rep(width, nw)
g$heights[panel_index_h] <- rep(height, nh)
}
if(!is.null(file))
ggsave(file, g,
width = grid::convertWidth(sum(g$widths) + margin,
unitTo = "in", valueOnly = TRUE),
height = grid::convertHeight(sum(g$heights) + margin,
unitTo = "in", valueOnly = TRUE))
g
}
g1 <- set_panel_size(plot1)
g2 <- set_panel_size(plot2)
gridExtra::grid.arrange(g1,g2)
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