[R] read.table & readLines behaviour?
Peter Dalgaard
P.Dalgaard at biostat.ku.dk
Tue Sep 23 13:29:47 CEST 2008
J.delasHeras at ed.ac.uk wrote:
>
> Hi,
>
>
> I have been using 'read.table' regularly to read tab-delimited text
> files with data. No problem, until now.
> Now I have a file that appeared to have read fine, and the data inside
> looks correct (structure etc), except I only had 15000+ rows out of
> the expected 24000. Using 'readLines' instead, and breaking up the
> data by tabs, gives me the expected result.
> I do not understand why this is happening and I can't find anything
> obvious in the data to explain the bahaviour...
> Does anybody have an explanation? something to watch out for?
Hmm:
- completely blank lines
- filling
- quotes
My bet would be on the last one. Does read.delim work better?
Also, just in case: Check length(probesets) after the readLines call.
>
> If I run this I get the incomplete set:
>> oldprobesets<-read.table("All_norm_calls.txt",sep="\t",header=T,stringsAsFactors=F)
>>
>> dim(oldprobesets)
> [1] 15733 11
>
> but I get the right data if I use:
>
>> probesets<-readLines("All_norm_calls.txt")
>> tmp<-matrix(ncol=11,nrow=24000)
>> for (i in 1:24000) tmp[i,]<-unlist(strsplit(probesets[i+1],split="\t"))
>> colnames(tmp)<-unlist(strsplit(probesets[1],split="\t"))
>> probesets<-data.frame(tmp,stringsAsFactors=F)
>> dim(probesets)
> [1] 24000 11
>
>
> Here's my sessionInfo output:
>
>> sessionInfo()
> R version 2.7.0 (2008-04-22)
> i386-pc-mingw32
>
> locale:
> LC_COLLATE=English_United Kingdom.1252;LC_CTYPE=English_United
> Kingdom.1252;LC_MONETARY=English_United
> Kingdom.1252;LC_NUMERIC=C;LC_TIME=English_United Kingdom.1252
>
> attached base packages:
> [1] stats graphics grDevices datasets tcltk utils methods
> [8] base
>
> other attached packages:
> [1] limma_2.14.0 svSocket_0.9-5 svIO_0.9-5 R2HTML_1.59
> svMisc_0.9-5
> [6] svIDE_0.9-5
>
> loaded via a namespace (and not attached):
> [1] tools_2.7.0
>
>
> Thanks!
>
> Jose
>
> --Dr. Jose I. de las Heras Email:
> J.delasHeras at ed.ac.uk
> The Wellcome Trust Centre for Cell Biology Phone: +44 (0)131 6513374
> Institute for Cell & Molecular Biology Fax: +44 (0)131 6507360
> Swann Building, Mayfield Road
> University of Edinburgh
> Edinburgh EH9 3JR
> UK
>
> --The University of Edinburgh is a charitable body, registered in
> Scotland, with registration number SC005336.
>
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--
O__ ---- Peter Dalgaard Øster Farimagsgade 5, Entr.B
c/ /'_ --- Dept. of Biostatistics PO Box 2099, 1014 Cph. K
(*) \(*) -- University of Copenhagen Denmark Ph: (+45) 35327918
~~~~~~~~~~ - (p.dalgaard at biostat.ku.dk) FAX: (+45) 35327907
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