Add count label in stacked barplot using ggplot

Question

Hello everybody I have a technical question for you plz.

my data :

Gel_J0 un_sucess      n  Freq
   <fct>  <fct>      <int> <dbl>
 1 a      sucess    107336  43.6
 2 a      unsucess  138666  56.4
 3 b      sucess      9558  46.0
 4 b      unsucess   11210  54.0
 5 c      sucess      4995  45.2
 6 c      unsucess    6060  54.8
 7 d      sucess      2193  44.9
 8 d      unsucess    2687  55.1
 9 e      sucess       991  44.2
10 e      unsucess    1251  55.8

And my plot :

ggplot(data= data , aes(x= Gel_J0, y=Freq, fill=un_sucess)) +
geom_bar(stat = "identity", position = position_fill(reverse = TRUE)) +
    scale_fill_brewer(palette = "Paired", direction = -1) +
  theme_minimal()

My plot works very well, but I want to add more information on it.

I would like to know if it would be possible to reveal the information of the column n on which there were "freq". Either below the bar (for example "107336/138666" above the "a") or on both sides of the bar in the plot.

Thanks for your help !

Possible duplicate stackoverflow.com/questions/6644997/… ? — Ronak Shah
– Ronak Shah, Commented Jul 1, 2019 at 9:08
I don't think it is a duplicate, because this question asks for percentages the other question for total counts — Humpelstielzchen
– Humpelstielzchen, Commented Jul 1, 2019 at 9:13

Humpelstielzchen · Accepted Answer · 2019-07-01 09:17:36Z

One alternative is to just use position = position_fill(vjust = 0.5, reverse = T) in geom_text()

library(tidyverse)
ggplot(data= df,aes(x= Gel_J0, y=Freq, fill=un_sucess)) +
  geom_bar(stat = "identity", position = position_fill(reverse = TRUE)) +
  geom_text(aes(label = n), position = position_fill(vjust = 0.5, reverse= T)) +
  scale_fill_brewer(palette = "Paired", direction = -1) +
  theme_minimal()

This way you can position your numbers freely inside the bars. position_fill(vjust = 0.9, reverse= T)for example would plot them higher.

The data:

df <- read.table(text = "
Gel_J0 un_sucess      n  Freq
1 a      sucess    107336  43.6
2 a      unsucess  138666  56.4
3 b      sucess      9558  46.0
4 b      unsucess   11210  54.0
5 c      sucess      4995  45.2
6 c      unsucess    6060  54.8
7 d      sucess      2193  44.9
8 d      unsucess    2687  55.1
9 e      sucess       991  44.2
10 e      unsucess    1251  55.8", header = T)

Rui Barradas · Accepted Answer · 2019-07-01 09:01:42Z

1

To scale the values of n to the plot coordinates I compute their magnitudes relative to the total n by groups of Gel_J0.

library(tidyverse)

data %>% group_by(Gel_J0) %>% mutate(p = n/sum(n)) %>%
  ggplot(aes(x = Gel_J0, y=Freq, fill=un_sucess)) +
  geom_bar(stat = "identity", position = position_fill(reverse = TRUE)) +
  scale_fill_brewer(palette = "Paired", direction = -1) +
  geom_text(aes(y = p, label = n, vjust = 2)) +
  theme_minimal()

answered Jul 1, 2019 at 9:01

Rui Barradas

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