z.ageru
November 10, 2022, 6:34pm
1
I am confused to calculate the proprtion of certain value using mutate , however it gives a value of 1. how I can fix it?
x<- c(5,10,30,40,45,35)
y<- c("xrt","stu","brs","stu","ftc","xrt")
z<- c("bl","bl","xl","xl","dl","dl")
df<- data.frame(x,y,z)
library(tidyverse)
og<- df%>%group_by(y,z)%>%summarise(x=sum(x))
og<- og%>%mutate(pr = x/(sum(x)))
y z x pr
1 brs xl 30 1
2 ftc dl 45 1
3 stu bl 10 0.2
4 stu xl 40 0.8
5 xrt bl 5 0.125
6 xrt dl 35 0.875
This is calculating the proportion within a unique value of y and r (don't see an r anywhere so I assume this was meant to be z). Since there are no duplicate pairs of y and z, these are all 100%. Did you perhaps just want to group within z?
z.ageru
November 10, 2022, 6:53pm
3
I have edited, group by y and z , the sum of the proportion should be 1
Your data is still grouped. This will give you the proportions inside your og
data.frame:
og <- df %>%
group_by(y,z) %>%
summarise(x = sum(x)) %>%
ungroup()
og %>%
mutate(pr = x/sum(x))
z.ageru
November 10, 2022, 7:37pm
5
Thank you , this is the solution
system
Closed
November 17, 2022, 7:38pm
6
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