I would like to make a mosaic plot using the ggmosaic package and add the counts as shown in the example below.
The example sort of works, but I find the structure of the code quite ugly. Do you have any suggestions on how I can improve the code, to make it more reusable?
Especially the need for storing an early version of the plot in a temporary variable seems wrong compared to what usually can be achieved using ggplot2.
library(tidyverse)
library(ggmosaic)
#> Indlæser krævet pakke: productplots
#>
#> Vedhæfter pakke: 'ggmosaic'
#> De følgende objekter er maskerede fra 'package:productplots':
#>
#> ddecker, hspine, mosaic, prodcalc, spine, vspine
data <- tribble(~a, ~b,
1, 1,
1, 1,
1, 1,
1, 2,
2, 1,
2, 2,
3, 2)
p <- ggplot(data) +
geom_mosaic(aes(x=product(b, a), fill=as.factor(b)))
p +
geom_label(data = ggplot_build(p)$data %>% as.data.frame() %>% filter(.wt > 0),
aes(x = (xmin + xmax)/2,
y = (ymin + ymax)/2,
label = .wt))
Created on 2018-05-08 by the reprex package (v0.2.0).
This can be done with a single line of code using the inbuilt labelling functionality of the ggmosaic
package.
To do so we simply add the geom_mosaic_text()
layer:
data <- tribble(~a, ~b,
1, 1,
1, 1,
1, 1,
1, 2,
2, 1,
2, 2,
3, 2) %>%
mutate(across(c(a, b), as.factor))
ggplot(data) +
geom_mosaic(aes(x=product(b, a), fill=b)) +
geom_mosaic_text(aes(x = product(b, a), label = after_stat(.wt)), as.label=TRUE)