[R] Counting number of rows with two criteria in dataframe
David Winsemius
dwinsemius at comcast.net
Wed Jan 26 03:49:59 CET 2011
On Jan 25, 2011, at 2:25 PM, Ryan Utz wrote:
> Hi R-users,
>
> I'm trying to find an elegant way to count the number of rows in a
> dataframe
> with a unique combination of 2 values in the dataframe. My data is
> specifically one column with a year, one with a month, and one with
> a day.
> I'm trying to count the number of days in each year/month
> combination. But
> for simplicity's sake, the following dataset will do:
>
> x<-c(1,1,1,1,2,2,2,2,3,3,3,3)
> y<-c(1,1,2,2,3,3,4,4,5,5,6,6)
> z<-c(1,2,3,4,5,6,7,8,9,10,11,12)
> X<-data.frame(x y z)
>
> So with dataset X, how would I count the number of z values (3rd
> column in
> X) with unique combinations of the first two columns (x and y)? (for
> instance, in the above example, there are 2 instances per unique
> combination
> of the first two columns). I can do this in Matlab and it's easy,
> but since
> I'm new to R this is royally stumping me.
> tapply(X$z, list(X$x, X$y), function(xx) length(unique(xx)) )
1 2 3 4 5 6
1 2 2 NA NA NA NA
2 NA NA 2 2 NA NA
3 NA NA NA NA 2 2
>
> Thanks,
> Ryan
>
> --
> Ryan Utz
> Postdoctoral research scholar
> University of California, Santa Barbara
> (724) 272 7769
>
> [[alternative HTML version deleted]]
>
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David Winsemius, MD
West Hartford, CT
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