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Find Absolute Distance Between Columns of an R Data Frame
The absolute distance can be found by calculating the difference between column values. And if we want the distance to be absolute then we would be need to use abs function. For example, suppose we have a data frame df that contain columns x and y then the absolute distance can be found by using df$Absolute_Distance<-abs(df$y-df$x).
Example1
Consider the below data frame:
> set.seed(274) > x1<-rpois(20,5) > y1<-rpois(20,8) > df1<-data.frame(x1,y1) > df1
Output
x1 y1 1 6 11 2 1 4 3 4 2 4 7 12 5 4 5 6 6 10 7 6 14 8 6 8 9 2 11 10 3 8 11 3 8 12 2 6 13 1 6 14 2 10 15 4 4 16 6 11 17 4 10 18 9 3 19 3 1 20 9 8
Creating a new column with absolute distance:
Example
> df1$Absolute_Distance<-abs(df1$y1-df1$x1) > df1
Output
x1 y1 Absolute_Distance 1 6 11 5 2 1 4 3 3 4 2 2 4 7 12 5 5 4 5 1 6 6 10 4 7 6 14 8 8 6 8 2 9 2 11 9 10 3 8 5 11 3 8 5 12 2 6 4 13 1 6 5 14 2 10 8 15 4 4 0 16 6 11 5 17 4 10 6 18 9 3 6 19 3 1 2 20 9 8 1
Example2
> x2<-sample(0:9,20,replace=TRUE) > y2<-sample(1:10,20,replace=TRUE) > df2<-data.frame(x2,y2) > df2
Output
x2 y2 1 7 5 2 9 9 3 8 8 4 1 6 5 5 1 6 9 6 7 0 6 8 5 10 9 4 5 10 4 10 11 0 3 12 5 2 13 9 7 14 0 1 15 5 7 16 2 1 17 2 1 18 6 6 19 6 2 20 4 10
Creating a new column with absolute distance:
Example
> df2$Distance<-abs(df2$y2-df2$x2) > df2
Output
x2 y2 Distance 1 7 5 2 2 9 9 0 3 8 8 0 4 1 6 5 5 5 1 4 6 9 6 3 7 0 6 6 8 5 10 5 9 4 5 1 10 4 10 6 11 0 3 3 12 5 2 3 13 9 7 2 14 0 1 1 15 5 7 2 16 2 1 1 17 2 1 1 18 6 6 0 19 6 2 4 20 4 10 6
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