Using ggplot, I would like represent a graph tile with panel, but with same height tile for each panel. I have this graph :
dataSta <- list(sites=rep(paste("S", 1:31),each=12), month=rep(1:12,31), value=round(runif(31*12, min=0, max=3000)), panel=c(rep("Group 1",16*12),rep("Group 2", 12*12), rep("Group 3", 3*12)))
library(ggplot2)
library(grid)
base_size <- 9
windows()
ggplot(data.frame(dataSta), aes(factor(month), sites)) +
geom_tile(aes(fill = value), colour = "black")+
facet_wrap(~panel, scale="free_y", nrow=3)+
theme_grey(base_size = base_size) +
labs(x = "",y = "") +
scale_x_discrete(expand = c(0, 0)) +
scale_y_discrete(expand = c(0, 0)) +
theme(legend.title = element_blank(),
axis.ticks = element_blank(),
axis.text.x = element_text(size = base_size *0.8, hjust = 0),
panel.margin = unit(0,"lines"),
strip.text = element_text(colour="red3", size=10, face=2))
But height of tiles is different between panel. I try to use facet_grid :
windows()
ggplot(data.frame(dataSta), aes(factor(month), sites)) +
geom_tile(aes(fill = value), colour = "black")+
facet_grid(panel~., scales="free_y", space="free")+
theme_grey(base_size = base_size) +
labs(x = "",y = "") +
scale_x_discrete(expand = c(0, 0)) +
scale_y_discrete(expand = c(0, 0)) +
theme(legend.title = element_blank(),
axis.ticks = element_blank(),
axis.text.x = element_text(size = base_size *0.8, hjust = 0),
panel.margin = unit(0,"lines"),
strip.text = element_text(colour="red3", size=10, face=2))
The problem with height of tiles is resolved, but labels of panel (Group 1 ... Group 3) are not on top of panel. Is it possible to change position of panel labels with facet_grid ? or combine facet_grid and facet_wrap ? Thanks for your help, and sorry for my English !
You can look at what ggplot contains before plotting, and rescale the panels accordingly.
g <- ggplot_build(p)
## find out how many y-breaks are in each panel
## to infer the number of tiles
vtiles <- sapply(lapply(g$panel$ranges, "[[", "y.major"), length)
## convert the plot to a gtable object
gt <- ggplot_gtable(g)
## find out which items in the layout correspond to the panels
## we refer to the "t" (top) index of the layout
panels <- gt$layout$t[grepl("panel", gt$layout$name)]
## replace the default panel heights (1null) with relative sizes
## null units scale relative to each other, so we scale with the number of tiles
gt$heights[panels] <-lapply(vtiles, unit, "null")
## draw on a clean slate
library(grid)
grid.newpage()
grid.draw(gt)
It took me some time to find easier solution which is actually part of the facet_grid
where you can set the space = "free_y"
. More info at recent question.
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