Fill Bars of a Bar Plot with Colors Based on Frequency in ggplot2

To fill bars in a bar plot using ggplot2 in R with colors based on frequency, we can use fill argument with count.

For Example, if we have a data frame called df that contains a single column X that contains repeated values and we want to create bar plot of values in X based on their frequencies then we can use the below command −

ggplot(df)+geom_bar(aes(X,fill=..count..))

Example

Consider the data frame given below −

x<-rpois(20,2)
df<-data.frame(x)
df

The following dataframe is created

   x
 1 1
 2 2
 3 2
 4 3
 5 1
 6 0
 7 3
 8 3
 9 3
10 2
11 1
12 1
13 1
14 2
15 1
16 1
17 0
18 2
19 4
20 1

To load the ggplot2 package and create bar chart filled with colors based on frequency of values in x on the above created data frame, add the following code to the above snippet −

x<-rpois(20,2)
df<-data.frame(x)
library(ggplot2)
ggplot(df)+geom_bar(aes(x,fill=..count..))

Output

If you execute all the above given snippets as a single program, it generates the following Output −