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Boxplots in R with ggplot2 Reordering boxplots using reorder() in R A better solution is to reorder the boxes of boxplot by median or mean values of speed In R we can reorder boxplots in multiple ways In this example, we will use the function reorder() in base R to reorder the boxesAxes (ggplot2) › Discover The Best Images wwwcookbookrcom Images Posted (6 days ago) Axes (ggplot2) Problem;The boxplot on the right uses an explicit order x, columns Note the row, column syntax to specify the order for plotting Order columns by a function Rather than give an explicit order you may want to have the boxplot appear in order of some function (eg mean or median) You can use the order() command to arrange items in ascending (or How To Order Boxes In Boxplot With Fct Reorder In R Data Viz With Python And R R ggplot boxplot order x axis

 To add color to boxes but not to the points, we add aes() function inside geom_boxplot() with color=age_group and make sure there is no color argument in global aes() and in geom_jitter() functions df %>% ggplot(aes(x=age_group, y=height)) geom_boxplot(width=05,lwd=15,aes(color=age_group)) geom_jitter(width=015) labs(subtitle="Coloring Boxplot, Change box plot colors by groups # Color by group (dose) e geom_boxplot(aes(color = dose)) scale_color_manual(values = c("#00AFBB", "#E7B800", "#FC4E07")) # Change fill color by group (dose) e geom_boxplot(aes(fill = dose)) scale_fill_manual(values = c("#00AFBB", "#E7B800", "#FC4E07"))The ggplot2 box plots follow standard Tukey representations, and there are many references of this online and in standard statistical text books The base R function to calculate the box plot limits is boxplotstats Boxplot In R How To Make Boxplots Learn With Example R ggplot boxplot color by grou