[R] Basic question: Reading in multiple choice question responses to a single column in data frame
Frank E Harrell Jr
f.harrell at vanderbilt.edu
Wed Aug 19 21:17:15 CEST 2009
You might look at the mChoice function in the Hmisc package for some
indirect help.
Frank
Damion Dooley wrote:
> I'm using read.delim to successfully read in tab delimited data, but some
> columns' values are comma seperated, reflecting the fact that user chose a
> few answers on a multi-select question. I understand that each answer is
> its own category and so could be represented as a seperate column in the
> data set, but I'd like the option of reading in the data column, and
> converting it to a vector that has all row values (comma seperated or not)
> each have their own vector entry, so that the "table(columnData)" function
> does counts correctly.
>
> So some code:
>
> myData = read.delim(myDataFile, row.names=1,header=TRUE,skip=10); #works
> fine
> myColumn = myData[[question]]; #works fine, selects correct question
> column data
>
> myColumn data is now e.g.:
>
> 1
> 0
> 2
> 0,2
> 0
> 3
> 2
> 2,1
>
> with the comma seperated values looking like atomic string values I guess.
> But I would like:
>
> 1
> 0
> 2
> 0
> 2
> 0
> 3
> 2
> 2
> 1
>
> I've tried various things, e.g. grep to recognize and expand the comma
> seperated values, but since vector functions are at work, I can only replace
> 1 value back into the myColumn data, e.g. "0,2" entry becomes "0" or "2" if
> I use
>
> myColumn=gsub("^([0-9]+),([0-9]+),$",c('\\1'),myColumn,perl=TRUE) #or
> replace with c('\\2')
>
> but I can't replace into c('\\1','\\2')
>
> Any elegant or otherwise ways to do this?
>
> Much appreciated,
>
> Damion
>
>
>
> [[alternative HTML version deleted]]
>
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--
Frank E Harrell Jr Professor and Chair School of Medicine
Department of Biostatistics Vanderbilt University
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