I would like to illustrate my number of observation I made in each group in a stacked percentage bar plot in a more intuitive way than just adding the numbers. I was thinking of dividing each "color" into n sections.
So for instance in the following, I would like to make lines or similar to split "feminine, female" into 16 sections, "masculine, male" into 60 etc.
df \<- dplyr::starwars
df_sum \<- na.omit( df %\>% count(gender, sex))
# gender sex n
# \<chr\> \<chr\> \<int\>
# 1 feminine female 16
# 2 feminine none 1
# 3 masculine hermaphroditic 1
# 4 masculine male 60
# 5 masculine none 5
ggplot(df_sum, aes(fill=sex, y=gender, x = n)) +
geom_bar(position="fill", stat="identity")
(https://i.sstatic.net/wtwFt.png) (https://i.sstatic.net/t0vhO.png)
Other suggestions for an intuitive way of illustration the number of observations are also welcome
If you keep using the original data you have stored in df
you can add color = "white"
to separate each observation.
df %>%
drop_na(gender) %>%
ggplot(aes(y = gender, x = 1, fill = sex)) +
geom_bar(position = "fill", stat = "identity", color = "white")