'Order the stacked barplot by proportion or percent in R
I can order my plot based on count but not by proportion. I want to bars on x-axis to be arranged by proportion of "c". Here is my code
long<- data.frame(
Name = c("abc","abc","abc","gif","gif","gif","xyz","xyz","xyz"),
variable = c("a","b","c","a","b","c","c","b","a"),
value = c(4,6,NA,2,8,1,6,NA,NA))
long_totals <- long %>%
group_by(Name) %>%
summarise(Total = sum(value, na.rm = T))
p<-long %>%
mutate(variable = fct_relevel(variable, c("c", "b", "a"))) %>%
arrange(variable) %>%
mutate(Name = fct_inorder(Name))
p %>%
ggplot() +
aes(x = Name,
y = value,
fill = variable) +
geom_bar(position = "fill",
stat = "summary") +
geom_text(data = long_totals,
aes(y = 100,
x = Name,
label = Total),
size = 7,
position = position_fill(vjust = 1.02)) +
scale_y_continuous(labels = scales::percent_format())
Also, I am plotting total numbers using geom_text
Solution 1:[1]
Add the proportion c by group like this, when generating p:
... %>%
group_by(Name) %>%
mutate(prop_c = sum(value[variable=="c"], na.rm=T)/sum(value, na.rm=T))
Then plot, using reorder:
ggplot() +
geom_col(data= p,aes(x = reorder(Name,prop_c, decreasing=T),y = value,fill = variable),position = "fill") +
geom_text(data = long_totals, aes(y = 100,x = Name,label = Total),size = 7,position = position_fill(vjust = 1.02)) +
scale_y_continuous(labels = scales::percent_format())
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | langtang |

