How to find the row median of columns having same name in data.table object in R?

R Programming Server Side Programming Programming

To find the row median of columns having same name in data.table object in R, we can follow the below steps −

First of all, create a data.table with some columns having same name.
Then, use tapply along with colnames and median function to find the row median of columns having same name.

Example

Create the data.table

Let’s create a data.table as shown below −

library(data.table)
DT<-
data.table(x=rpois(25,5),y=rpois(25,10),x=rpois(25,5),y=rpois(25,2),x=rpois(25,4),y=rpo is(25,10),check.names=FALSE)
DT

Output

On executing, the above script generates the below output(this output will vary on your system due to randomization) −

     x  y  x y x  y
1:   4  15 6 1 6  9
2:   4  11 3 3 4  9
3:   1  6  8 2 2 12
4:   6  9  4 2 6 12
5:   8 10  1 1 2  9
6:   6  9  7 4 2  4
7:   8  8  3 2 1  8
8:   2 10  7 2 5 16
9:   7  5  8 1 5 9
10:  5 11  9 5 7 10
11:  3  4  1 5 6  6
12: 10 10  6 3 6 13
13:  7  5  4 2 3  8
14:  4  9  0 2 5 14
15:  6 11  8 2 4 10
16:  6  8  3 3 7  7
17:  7  8  4 2 1  8
18:  8  9  7 4 3 15
19:  4 16  5 1 3  7
20:  7 15  4 1 3 12
21:  6 10  5 1 1  9
22:  4 11  3 0 2  9
23:  4 12  4 3 4 17
24:  4  8  2 1 5  6
25:  5  9  1 0 2  5
     x  y  x y x  y

Find the row median of columns having same name

Using tapply along with colnames and median function to find the row median of columns having same name in data.table object DT −

library(data.table)
DT<-
data.table(x=rpois(25,5),y=rpois(25,10),x=rpois(25,5),y=rpois(25,2),x=rpois(25,4),y=rpo is(25,10),check.names=FALSE)
t(apply(DT,1, function(x) tapply(x,colnames(DT),median)))

Output

      x y
[1,]  6 9
[2,]  4 9
[3,]  2 6
[4,]  6 9
[5,]  2 9
[6,]  6 4
[7,]  3 8
[8,]  5 10
[9,]  7 5
[10,] 7 10
[11,] 3 5
[12,] 6 10
[13,] 4 5
[14,] 4 9
[15,] 6 10
[16,] 6 7
[17,] 4 8
[18,] 7 9
[19,] 4 7
[20,] 4 12
[21,] 5 9
[22,] 3 9
[23,] 4 12
[24,] 4 6
[25,] 2 5

Nizamuddin Siddiqui

Published on 10-Nov-2021 06:29:47

Previous Page Print Page