[R] Grouping data.frames
Olaf Mersmann
olafm at tako.de
Wed Jan 7 00:09:22 CET 2004
Hello all,
I'm new to R (and the S language in general) so go easy on me if this is really simple.
Given a data.frame df which looks like this:
f1 f2 f3 f4 c1 c2
1 y y a b 10 20
2 n y b a 20 20
3 n n b b 8 10
4 y n a a 30 5
I'd like to aggregate it by the factors f1 and f2 (or f2 and f3, or any other combination of the three) and compute the sum of c1 and c2 (as separate values). I can do this just fine as long as there is only one column with counts using tapply of mApply out of Hmisc, but I've been unable to come up with a solution that works with two or more columns.
In SQL a query to achieve this would look something like this:
SELECT f1, f2, sum(c1), sum(2) FROM df GROUP BY f1, f2
An hints on how this is done efficiently in R would be greatly appreciated.
Thanks,
Olaf Mersmann
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