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Display Legend on Top Using ggplot2 in R
To display legend on top using ggplot2 in R, we can use theme function with legend.justification argument to top.
For Example, if we have a data frame called df that contains three columns say X and Y and F where X and Y are numerical and F is categorical then we can create scatterplot between X and Y with point colored by values in F by using the command given below −
ggplot(df,aes(X,Y))+geom_point(aes(colour=factor(F)))+theme(legend.justification="top")
Example
Following snippet creates a sample data frame −
x<-rnorm(20) y<-rnorm(20) Grp<-sample(LETTERS[1:3],20,replace=TRUE) df<-data.frame(x,y,Grp) df
The following dataframe is created
x y Grp 1 -1.066129589 0.828709138 C 2 -1.222825364 -0.306424935 C 3 0.429354500 -1.446665340 B 4 -0.609955977 -0.288351976 A 5 1.200129675 0.716336213 C 6 0.800850596 -1.095220235 C 7 0.517368694 1.561305370 C 8 -0.006456066 -0.002988512 B 9 0.555280469 -1.241763197 C 10 -2.043538292 -1.734706075 C 11 -1.151771052 -0.878394321 B 12 0.845068460 -1.139618835 C 13 2.071684310 0.825474682 B 14 -0.250229200 -0.120597321 B 15 -1.280790787 -0.461785183 A 16 -0.028062183 -0.154095381 B 17 -0.620917924 0.398107075 A 18 0.302128850 0.497374731 C 19 0.719935519 -1.230463223 A 20 -0.862276767 0.518153886 A
To load ggplot2 package and create scatterplot between x and y colored based on Grp values on the above created data frame, add the following code to the above snippet −
x<-rnorm(20) y<-rnorm(20) Grp<-sample(LETTERS[1:3],20,replace=TRUE) df<-data.frame(x,y,Grp) library(ggplot2) ggplot(df,aes(x,y))+geom_point(aes(colour=factor(Grp)))
Output
If you execute all the above given snippets as a single program, it generates the following Output −
To create scatterplot between x and y colored based on Grp values with legend on top on the above created data frame, add the following code to the above snippet −
x<-rnorm(20) y<-rnorm(20) Grp<-sample(LETTERS[1:3],20,replace=TRUE) df<-data.frame(x,y,Grp) library(ggplot2) ggplot(df,aes(x,y))+geom_point(aes(colour=factor(Grp)))+theme(legend.justification="top")
Output
If you execute all the above given snippets as a single program, it generates the following Output −