You can use the following basic syntax to plot the mean values by group using the **geom_bar()** function in ggplot2:

library(ggplot2) ggplot(df, aes(group_var, values_var)) + geom_bar(position='dodge', stat='summary', fun='mean')

The following example shows how to use this syntax in practice.

**Note**: The **fun** argument in **geom_bar()** tells ggplot2 which descriptive statistic to display using bars. You could also pass a different descriptive statistic such as ‘median’ to this argument to instead plot the median value by group.

**Example: Plot Mean Values with geom_bar() in ggplot2**

Suppose we have the following data frame that contains information on the number of points scored by basketball players on various teams:

#create data frame df frame(team=rep(c('A', 'B', 'C'), each=4), points=c(3, 5, 5, 6, 5, 7, 7, 8, 9, 9, 9, 8)) #view data frame df team points 1 A 3 2 A 5 3 A 5 4 A 6 5 B 5 6 B 7 7 B 7 8 B 8 9 C 9 10 C 9 11 C 9 12 C 8

We can use the following syntax to create a bar chart in which each bar represents the mean value for **points**, grouped by **team**:

library(ggplot2) #create bar plot to visualize mean points value by team ggplot(df, aes(team, points)) + geom_bar(position='dodge', stat='summary', fun='mean')

The height of each bar represents the mean value of **points** for each **team**.

To display the actual mean value of points for each team, we can use the **summarise()** function from the **dplyr** package:

library(dplyr) #calcualte mean value of points, grouped by team df %>% group_by(team) %>% summarise(mean_pts = mean(points, na.rm=TRUE)) # A tibble: 3 x 2 team mean_pts 1 A 4.75 2 B 6.75 3 C 8.75

From the output we can see the mean value of points for each team:

- Team A:
**4.75** - Team B:
**6.75** - Team C:
**8.75**

These values match the height of the bars shown in the bar plot above.

**Additional Resources**

The following tutorials explain how to perform other common tasks in ggplot2:

How to Adjust Space Between Bars in ggplot2

How to Remove NAs from Plot in ggplot2

How to Change Colors of Bars in Stacked Bart Chart in ggplot2