How to create a histogram with Y-axis values as count using ggplot2 in R?

To create a histogram with Y-axis values as count using ggplot2 in R, we can follow the below steps −

• First of all, create a data frame.
• Then, use geom_histogram function of ggplot2 package with aes to create the histogram with Y-axis values as count.

Create the data frame

Let's create a data frame as shown below −

 Live Demo

> df<-data.frame(x=rnorm(5000)) > head(df,20)

On executing, the above script generates the below output(this output will vary on your system due to randomization) −

          x 1    -0.008015477 2    -0.981227322 3     1.144050354 4     0.207177231 5     0.179782914 6     0.380085361 7    -0.828305873 8    -0.909047732 9     1.946699123 10    0.384881892 11   -1.107651249 12   -1.290435936 13   -0.305554288 14   -0.427279557 15   -0.587864723 16   -0.295237215 17    0.178995066 18   0.476328701 19   -0.392095095 20   -1.215651876

Create a histogram with Y-axis values as count using ggplot2

Using geom_histogram function of ggplot2 package to create the histogram with Y-axis values as count for the data in data frame df −

> df<-data.frame(x=rnorm(5000)) > library(ggplot2) > ggplot(df,aes(x))+geom_histogram(aes(y=..count..*10),bins=30)

Output