[R] aggregate(), with multiple functions in FUN?

david f 3.14david at gmail.com
Sun May 18 01:28:20 CEST 2008


You might want to look at the summaryBy function in the doBy package

summaryBy(varname ~ zip, data=DATA,FUN=c(mean,median)

David Freedman


Mike ! wrote:
> 
> 
> 
> I've got a data frame having numerical data by zip code:
> 
> ZIP         DATA
> 94111     12135.545
> 93105     321354.65654
> 94111     545.555
> 94706     558858.66
> ...           ...
> 
> I'm using this function to group records by ZIP and calculate the median
> of DATA:
> 
> aggregate(d$DATA, list(Zip = d$ZIP), FUN=median, na.rm=T)
> 
> but what I really want to do is to calculate several statistics (median,
> mean, etc.) for each group of records, so that I'll get a result organized
> like:
> 
> Zip       median(DATA)    mean(DATA)
> 94706   565                    555
> 94111   59585                 66666
> 93105   595685               5555666
> ...
> 
> I tried using FUN=funstofun(median,mean), but found that doesn't work in
> aggregate.  Is there a straightforward way to do what I'm after (I'm
> pretty new to R)?  thanks
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