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Split comma-separated strings into boolean columns

Tags:

r

I have:

id choice
----------
1  "a,b,c"
2  "c"
3  "a,c"
4  "b,c"

I need

id a b c
---------
1  1 1 1
2  0 0 1
3  0 0 1
4  0 1 1

(or equivalent with TRUE/FALSE values)

Is there any way to do this in R? I've looked into strsplit but that doesn't seem to help.

like image 432
Philip Seyfi Avatar asked Aug 02 '26 19:08

Philip Seyfi


1 Answers

This is exactly what cSplit_e from my "splitstackshape" package is designed to do.

library(splitstackshape)
cSplit_e(DF, "choice", sep = ",", mode = "binary", 
         type = "character", fill = 0, drop = TRUE)
#   id choice_a choice_b choice_c
# 1  1        1        1        1
# 2  2        0        0        1
# 3  3        1        0        1
# 4  4        0        1        1

This uses DF from @G.Grothendieck's answer as the input:

Lines <- 'id choice
----------
1  "a,b,c"
2  "c"
3  "a,c"
4  "b,c"'
DF <- read.table(text = Lines, header = TRUE, comment = "-", as.is = TRUE)
like image 139
A5C1D2H2I1M1N2O1R2T1 Avatar answered Aug 10 '26 05:08

A5C1D2H2I1M1N2O1R2T1



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