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Combine Two Columns of a Data Table Object in R
A data.table object is almost same as a data frame. To combine two columns of a data.table object, we can use paste0 function. For example, if we have a data frame defined as DT that contains two columns named as x and y then we can combine them using the below command.
DT[,xy:=paste0(x,y)]
Example
Loading data.table package.
> library(data.table)
Consider the below data.table object.
Example
> x<-1:20 > y<-letters[1:20] > dt1<-data.table(x,y) > dt1
Output
x y 1: 1 a 2: 2 b 3: 3 c 4: 4 d 5: 5 e 6: 6 f 7: 7 g 8: 8 h 9: 9 i 10: 10 j 11: 11 k 12: 12 l 13: 13 m 14: 14 n 15: 15 o 16: 16 p 17: 17 q 18: 18 r 19: 19 s 20: 20 t
Combining columns x and y.
Example
> dt1[,xy:=paste0(x,y)] > dt1
Output
x y xy 1: 1 a 1a 2: 2 b 2b 3: 3 c 3c 4: 4 d 4d 5: 5 e 5e 6: 6 f 6f 7: 7 g 7g 8: 8 h 8h 9: 9 i 9i 10: 10 j 10j 11: 11 k 11k 12: 12 l 12l 13: 13 m 13m 14: 14 n 14n 15: 15 o 15o 16: 16 p 16p 17: 17 q 17q 18: 18 r 18r 19: 19 s 19s 20: 20 t 20t
Let’s have a look at another example.
Example
> Group<-sample(c("G1","G2","G3","G4"),20,replace=TRUE) > Class<-sample(c("I","II","III"),20,replace=TRUE) > dt2<-data.table(Group,Class) > dt2
Output
Group Class 1: G3 I 2: G1 II 3: G3 II 4: G4 I 5: G1 I 6: G3 II 7: G1 III 8: G3 I 9: G2 III 10: G3 II 11: G3 I 12: G2 II 13: G2 II 14: G3 III 15: G4 III 16: G4 I 17: G2 II 18: G4 II 19: G1 III 20: G4 II
Combining columns Group and Class.
Example
> dt2[,GC:=paste0(Group,Class)] > dt2
Output
Group Class GC 1: G3 I G3I 2: G1 II G1II 3: G3 II G3II 4: G4 I G4I 5: G1 I G1I 6: G3 II G3II 7: G1 III G1III 8: G3 I G3I 9: G2 III G2III 10: G3 II G3II 11: G3 I G3I 12: G2 II G2II 13: G2 II G2II 14: G3 III G3III 15: G4 III G4III 16: G4 I G4I 17: G2 II G2II 18: G4 II G4II 19: G1 III G1III 20: G4 II G4II
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