Adding total sample sizes to stacked bar charts

75 views Asked by At

I'm trying to add sample sizes to the top of my bar charts in ggplot2, but haven't been able to figure out how. I'd like them to read as, for example, n=15. Any ideas before I retreat to Photoshop? Here's my code, data and one of the graphs I'd like to label:

Graph Spreadsheet

#Load packages
library(ggplot2)
library(readxl)
library('showtext')

#Import data
breadth <- read_excel([Insert file path here])
View(breadth)

#Define scale_fill_manual
cbPalette <- c("#b9503d",
               "#43c9b0")

#Define font
font_add(family = "Arial", regular = "Arial.ttf")

#Enable font
showtext_auto()

ggplot(breadth, aes(fill=breadth, y=count, x=category)) + 
  geom_bar(position='stack', stat='identity') +
  labs(fill='Habitat breadth', x='', y='Number of species') +
  scale_fill_manual(values=cbPalette) +
  theme_classic() +
  theme(axis.text.x = element_text(size = 13), axis.title.y = element_text(size = 12)) +
  theme(text = element_text(family = "Arial")) +
  theme(axis.title.y = element_text(margin = margin(t = 0, r = 10, b = 0, l = 0))) +
  scale_x_discrete(labels=c('Non-cacher', 'Generalist cacher', 'Specialist cacher'))

Here's my dput(breadth) output:

structure(list(breadth = c("Habitat specialist", "Habitat specialist", 
"Habitat specialist", "Habitat generalist", "Habitat generalist", 
"Habitat generalist"), category = c("Non-cacher", "Non-specialised cachers", 
"Specialised cachers", "Non-cacher", "Non-specialised cachers", 
"Specialised cachers"), count = c(0, 2, 10, 3, 30, 10)), class = c("tbl_df", 
"tbl", "data.frame"), row.names = c(NA, -6L))

I've tried using the geom_text function, but I was only able to add the sample sizes to each division. Graph

0

There are 0 answers