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Display Tick Marks on Upper and Right Side of Plot Using ggplot2 in R
To display tick marks on upper as well as right side of the plot, we can create duplicate axes for X as well Y by using scale_x_continuous and scale_y_continuous functions. The argument that will help us in this case is sec.axis and we need to set it to dup_axis as scale_x_continuous(sec.axis=dup_axis()) and scale_y_continuous(sec.axis=dup_axis()). Check out the below example to understand how it can be done.
Example
Consider the below data frame −
x<-rnorm(20) y<-rnorm(20) df<-data.frame(x,y) df
Output
x y 1 0.11204135 0.29084737 2 0.61199138 0.48121914 3 0.48760949 -0.21450790 4 -0.87200194 0.67532122 5 -2.24557725 0.27402959 6 0.76593441 -0.12197485 7 1.94506052 2.53583915 8 -0.35843587 -0.77521246 9 -1.50236224 -0.68711682 10 -0.11789693 -0.22534300 11 1.51156266 -0.77355032 12 -0.50594024 -0.91056427 13 0.69102879 -0.01354832 14 -0.62664213 0.44946662 15 -1.00403558 -0.62376588 16 -0.01299667 0.62897816 17 -1.23493618 -0.33727209 18 1.16264196 -0.68264496 19 -2.53843314 -0.21478113 20 0.47694554 0.52879296
Loading ggplot2 package and creating scatterplot between x and y −
Example
library(ggplot2) ggplot(df,aes(x,y))+geom_point()
Output
Creating scatterplot between x and y with axes on upper and right side of the plot −
Example
ggplot(df,aes(x,y))+geom_point()+scale_x_continuous(sec.axis=dup_axis())+scale_y_continuous(sec.axis=dup_axis())
Output
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