[R] help with rowsum/aggregate type functions
Henrique Dallazuanna
wwwhsd at gmail.com
Tue Mar 25 12:38:19 CET 2008
Try this:
aggregate(list(Number=x$Number), by=list(Gene_Name=x$Gene_Name), sum)
On 25/03/2008, Charles Murtaugh <murtaugh at genetics.utah.edu> wrote:
> Hi--
>
> This is a question with a trivial and obvious answer, I'm sure, but I can't seem to find it in the help files and books that I have handy. I have a dataframe consisting of two columns, "Gene_Name," a list of gene symbols, and "Number," a numeric measure of how frequently a tag representing that gene showed up in a SAGE library. Several of the genes are represented by multiple tags, and therefore are present more than once in the list, e.g.:
>
> 1167 Zcchc8 6
> 1168 Zcwpw1 5
> 1169 Zdhhc18 6
> 1170 Zdhhc20 5
> 1171 Zdhhc3 6
> 1172 Zdhhc3 5
> 1173 Zeb2 9
> 1174 Zeb2 6
>
> What I want is to collapse the list by gene name, such that duplicates are summed up and appear only once in the final version:
>
>
>
> Zcchc8 6
>
> Zcwpw1 5
>
> Zdhhc18 6
> Zdhhc20 5
>
> Zdhhc3 11
>
> Zeb2 15
>
>
>
> The only way I can figure out to do this is via rowsum:
>
>
>
> > rowsum (Number,Gene_Name)
>
>
>
> gives me exactly what I want, *except* that in the end, I am left with a matrix containing the Number values and with the Gene_Names used as row names (the output therefore looks exactly as printed above) -- what I want is a dataframe equivalent to the starting table, with numbered rows and separate, accessible columns containing the Gene_Name and Number values.
>
>
>
> I was able to put such a dataframe together manually, by cobbling together the row names of the above list with the values:
>
>
>
> > genes.unique <- data.frame (rownames (rowsum(Number,Gene_Name)), rowsum(Number,Gene_Name))
>
>
>
> but then I have to manually replace the row names of the dataframe with numbers, to get back to what I wanted in the first place.
>
>
>
> I hope this makes some sort of sense. Is there an easier way to do this? Thanks in advance!
>
>
>
> Charlie Murtaugh
>
>
>
>
>
>
>
> =====
>
> L. Charles Murtaugh
> Assistant Professor
>
> University of Utah
> Dept. of Human Genetics
> 15 N. 2030 E. Rm. 2100
> Salt Lake City, UT 84112
>
> tel 801-581-5958
> fax 801-581-6463
> email murtaugh at genetics.utah.edu
>
>
> [[alternative HTML version deleted]]
>
> ______________________________________________
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> PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
--
Henrique Dallazuanna
Curitiba-Paraná-Brasil
25° 25' 40" S 49° 16' 22" O
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