Syntax error How to find the number of columns where all row values are equal in data.table object in R?

How to find the number of columns where all row values are equal in data.table object in R?

To find the number of columns where all row values are equal in data.table object in R, we can follow the below steps −

  • First of all, create a data.table object.

  • Then, use sum function along with length and apply function to find the number of columns where all row values are equal.

Example 1

Create the data.table object

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

library(data.table)
x<-sample(0:1,25,replace=TRUE)
y<-sample(0:1,25,replace=TRUE)
DT1<-data.table(x,y)
DT1

Output

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

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

Find the number of columns where all row values are equal

Using sum function along with length and apply function to find the number of columns where all row values are equal in data.table object DT1 −

library(data.table)
x<-sample(0:1,25,replace=TRUE)
y<-sample(0:1,25,replace=TRUE)
DT1<-data.table(x,y)
sum(apply(DT1, 1, function(x) length(unique(x))==1))

Output

[1] 12

Example 2

Create the data.table object

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

library(data.table)
v1<-rpois(25,1)
v2<-rpois(25,1)
DT2<-data.table(v1,v2)
DT2

Output

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

    v1 v2
1:  0  0
2:  0  0
3:  2  3
4:  2  4
5:  2  0
6:  1  0
7:  2  0
8:  0  1
9:  1  1
10: 0  1
11: 0  1
12: 2  2
13: 0  1
14: 2  0
15: 0  2
16: 0  1
17: 1  2
18: 1  0
19: 2  1
20: 2  0
21: 1  1
22: 1  1
23: 1  0
24: 0  0
25: 2  1
   v1 v2

Find the number of columns where all row values are equal

Using sum function along with length and apply function to find the number of columns where all row values are equal in data.table object DT2 −

library(data.table)
v1<-rpois(25,1)
v2<-rpois(25,1)
DT2<-data.table(v1,v2)
sum(apply(DT2, 1, function(x) length(unique(x))==1))

Output

[1] 7
Updated on: 2021-11-08T12:05:34+05:30

393 Views

Kickstart Your Career

Get certified by completing the course

Get Started
Advertisements