[R] How to do more advanced cross tabulation in R?
Domenico Vistocco
vistocco at unicas.it
Wed Jan 23 09:06:23 CET 2008
You could have a look at the reshape package.
Ciao,
domenico
tom soyer wrote:
> Hi,
>
> I am trying to reproduce some functionalities of Excel pivot table in R,
> sadly, I couldn't figure out how to do it. I am wondering if this is even
> possible in R. Does anyone know?
>
> Here is an example:
>
> year=rep(2003,16)
> quarter=rep(1:4,each=4)
> sales=1:16
> company=rep(c("a","b","c","d"),4)
> df=data.frame(year,quarter,sales,company) #this is the database
>
> I would like to construct a cross tabulation table like this:
> 2003 #a row of year(s)
> 1 2 3 4 #a row of quarters of each year
> a 1 2 3 4
> b 5 6 7 8
> c 9 10 11 12
> c 13 14 15 16
> #maybe add a row of subtotal for each quarter at the
> end.
>
> I tried xtabs, but all I could produce is this, unfortunately:
> xtabs(sales~year+quarter, data=df)
> quarter
> year 1 2 3 4
> 2003 10 26 42 58
>
> or this:
>
>
> xtabs(sales~year+quarter+company, data=df)
> , , company = a
>
> quarter
> year 1 2 3 4
> 2003 1 5 9 13
>
> , , company = b
>
> quarter
> year 1 2 3 4
> 2003 2 6 10 14
>
> , , company = c
>
> quarter
> year 1 2 3 4
> 2003 3 7 11 15
>
> , , company = d
>
> quarter
> year 1 2 3 4
> 2003 4 8 12 16
> Thanks!
>
>
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