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Density plot in ggplot [duplicate]

Tags:

r

ggplot2

In the dataframe below, I would expect the y axis values for density be 0.6 and 0.4, yet they are 1.0. I feel there is obviously something extremely basic that I am missing about the way I am using ..density.. but am brain freezing. How would I obtain the desired behavior using ..density.. Any help would be appreciated.

df <- data.frame(a = c("yes","no","yes","yes","no"))
m <- ggplot(df, aes(x = a))
m + geom_histogram(aes(y = ..density..))

enter image description here

Thanks, --JT

like image 704
JimmyT Avatar asked Nov 23 '22 23:11

JimmyT


1 Answers

As per @Arun's comment:

At the moment, yes and no belong to different groups. To make them part of the same group set a grouping aesthetic:

m <- ggplot(df, aes(x = a , group = 1))   # 'group = 1' sets the group of all x to 1
m + geom_histogram(aes(y = ..density..)) 
like image 144
JimmyT Avatar answered Nov 27 '22 01:11

JimmyT