How to Change Width of ggplot2 Histogram Bins in R (Example Code)
This article explains how to change the width of bins of a histogram in the R programming language.
Creation of Example Data
data(iris) # Load iris data set head(iris) # Sepal.Length Sepal.Width Petal.Length Petal.Width Species # 1 5.1 3.5 1.4 0.2 setosa # 2 4.9 3.0 1.4 0.2 setosa # 3 4.7 3.2 1.3 0.2 setosa # 4 4.6 3.1 1.5 0.2 setosa # 5 5.0 3.6 1.4 0.2 setosa # 6 5.4 3.9 1.7 0.4 setosa |
data(iris) # Load iris data set head(iris) # Sepal.Length Sepal.Width Petal.Length Petal.Width Species # 1 5.1 3.5 1.4 0.2 setosa # 2 4.9 3.0 1.4 0.2 setosa # 3 4.7 3.2 1.3 0.2 setosa # 4 4.6 3.1 1.5 0.2 setosa # 5 5.0 3.6 1.4 0.2 setosa # 6 5.4 3.9 1.7 0.4 setosa
Example: Changing the Bins of a Histogram Using ggplot2
install.packages("ggplot2") # Install & load ggplot2 library("ggplot2") |
install.packages("ggplot2") # Install & load ggplot2 library("ggplot2")
ggplot(iris, # Default specification of bins aes(x = Sepal.Length)) + geom_histogram() |
ggplot(iris, # Default specification of bins aes(x = Sepal.Length)) + geom_histogram()
ggplot(iris, # User-defined specification of bins aes(x = Sepal.Length)) + geom_histogram(bins = 5) |
ggplot(iris, # User-defined specification of bins aes(x = Sepal.Length)) + geom_histogram(bins = 5)