How to create NA column for a contingency table in R?

To create NA column for a contingency table in R, we can follow the below steps −

• First of all, create a data frame with two columns having some NA values.
• Create a contingency table for two columns.
• Create the same table using useNA.

Create the data frame

Let's create a data frame as shown below −

 Live Demo

x<-sample(c(NA,1,2,3,4),25,replace=TRUE)
y<-sample(c(NA,10,12,13,15),25,replace=TRUE)
df<-data.frame(x,y)
df

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

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

Create a contingency table

Use table function to create the contingency table for data in df −

 Live Demo

x<-sample(c(NA,1,2,3,4),25,replace=TRUE)
y<-sample(c(NA,10,12,13,15),25,replace=TRUE)
df<-data.frame(x,y)
table(df$x,df$y)

Output

 10 12 13 15
1 0 0   2 0
2 1 1   1 2
3 1 0   1 2
4 1 1   0 1

Create a contingency table with NA

Use table function to create the contingency table for data in df with useNA argument −

 Live Demo

x<-sample(c(NA,1,2,3,4),25,replace=TRUE)
y<-sample(c(NA,10,12,13,15),25,replace=TRUE)
df<-data.frame(x,y)
table(df$x,df$y,useNA="always")

Output

  10 12 13 15
1 0  0   2 0
2 1  1   1 2
3 1  0   1 2
4 1  1   0 1
1 1  0   1 2

Nizamuddin Siddiqui

Updated on: 13-Aug-2021

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