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Tidyverse in R

When to Use stat=”identity” in ggplot2 Plots

There are two common ways to use the geom_bar() function in ggplot2 to create bar charts: Method 1: Use geom_bar() ggplot(df, aes(x)) + geom_bar() By default,...

How to Adjust Line Thickness in Boxplots in ggplot2

You can use the following methods to adjust the thickness of the lines in a boxplot in ggplot2: Method 1: Adjust Thickness of All Lines ggplot(df,...

How to Shade an Area in ggplot2 (With Examples)

You can use the following basic syntax to shade a particular area in a plot in ggplot2: ggplot(df, aes(x=x, y=y)) + geom_point() + ...

How to Create a Violin Plot in ggplot2 (With Examples)

You can use the following methods to create a violin plot in ggplot2: Method 1: Create Violin Plots by Group ggplot(df, aes(x=group_var, y=values_var, fill=group_var)) + ...

How to Plot Mean with geom_bar() in ggplot2

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)) + ...

How to Add Labels to Histogram in ggplot2 (With Example)

You can use the following basic syntax to add labels to a histogram in ggplot2: ggplot(data=df, aes(x=values_var)) + geom_histogram(aes(fill=group_var), binwidth=1, color='black') + ...

How to Create Histograms by Group in ggplot2 (With Example)

You can use the following basic syntax to create a histogram by group in ggplot2: ggplot(df, aes(x=values_var, fill=group_var)) + geom_histogram(color='black', alpha=0.4, position='identity') + ...

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