[R] recode according to specific sequence of characters within a string variable
Denis Kazakiewicz
d.kazakiewicz at gmail.com
Fri Feb 4 14:26:17 CET 2011
Dear R people
Could you please help
I have similar but opposite question
How to reshape data from DF.new to DF from example, Mark kindly
provided?
Thank you
Denis
On Пят, 2011-02-04 at 07:09 -0600, Marc Schwartz wrote:
> On Feb 4, 2011, at 6:32 AM, D. Alain wrote:
>
> > Dear R-List,
> >
> > I have a dataframe with one column "name.of.report" containing character values, e.g.
> >
> >
> >> df$name.of.report
> >
> > "jeff_2001_teamx"
> > "teamy_jeff_2002"
> > "robert_2002_teamz"
> > "mary_2002_teamz"
> > "2003_mary_teamy"
> > ...
> > (i.e. the bit of interest is not always at same position)
> >
> > Now I want to recode the column "name.of.report" into the variables "person", "year","team", like this
> >
> >> new.df
> >
> > "person" "year" "team"
> > jeff 2001 x
> > jeff 2002 y
> > robert 2002 z
> > mary 2002 z
> >
> > I tried with grep()
> >
> > df$person<-grep("jeff",df$name.of.report)
> >
> > but of course it didn't exactly result in what I wanted to do. Could not find any solution via RSeek. Excuse me if it is a very silly question, but can anyone help me find a way out of this?
> >
> > Thanks a lot
> >
> > Alain
>
>
> There will be several approaches, all largely involving the use of ?regex. Here is one:
>
>
> DF <- data.frame(name.of.report = c("jeff_2001_teamx", "teamy_jeff_2002",
> "robert_2002_teamz", "mary_2002_teamz",
> "2003_mary_teamy"))
>
> > DF
> name.of.report
> 1 jeff_2001_teamx
> 2 teamy_jeff_2002
> 3 robert_2002_teamz
> 4 mary_2002_teamz
> 5 2003_mary_teamy
>
>
> DF.new <- data.frame(person = gsub("[_0-9]|team.", "", DF$name.of.report),
> year = gsub(".*([0-9]{4}).*","\\1", DF$name.of.report),
> team = gsub(".*team(.).*","\\1", DF$name.of.report))
>
>
> > DF.new
> person year team
> 1 jeff 2001 x
> 2 jeff 2002 y
> 3 robert 2002 z
> 4 mary 2002 z
> 5 mary 2003 y
>
>
>
> HTH,
>
> Marc Schwartz
>
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