I want to create a stacked barplot for data similar to the following. The barplot should represent the percentage of patients by race visiting each of the clinics as well as it should show the respective numbers.
Can anyone please help me with this as I am a novice with R?
Here is a link from a place I like. Enjoy.
The bottom line is: in your geom_bar(), do this: geom_bar(position="fill", stat="identity").
Try this approach using ggplot2 and tidyverse functions. As @r2evans mentioned please next time try creating a reproducible example with data. Here the code. You would need to compute the position for labels and then sketch the code:
library(ggplot2)
library(dplyr)
library(tidyr)
#Code
df %>% pivot_longer(-Race) %>%
group_by(name) %>% mutate(Pos=value/sum(value)) %>%
ggplot(aes(x=name,y=value,fill=Race))+
geom_bar(stat = 'identity',position = 'fill')+
geom_text(aes(y=Pos,label=value),position = position_stack(0.5))+
scale_y_continuous(labels = scales::percent)
Output:
Some data used:
#Data
df <- structure(list(Race = c("Caucasian/White", "African American",
"Asian", "Other"), `Clinic A` = c(374, 820, 31, 108), `Clinic B` = c(291,
311, 5, 15), `Clinic C` = c(330, 206, 6, 5), `Clinic D` = c(950,
341, 6, 13)), class = "data.frame", row.names = c(NA, -4L))
