[R] How to handle large dataframes?
Christian Bieli
christian.bieli at unibas.ch
Tue Feb 14 15:24:23 CET 2006
Dear all
I imported a Stata .dta file with the read.dta-function from the
foreign-package. The dataframe's dimensions are
> dim(d.apc)
[1] 15806 1300
Importing needs up to 15 min and calculations with these data are rather
slow (although I subset the data before starting analyses).
My questions are:
1. Has someone experiences importing Stata files (alternatives to
read.dta) ?
2. To my knowledge R should not have problems handling dataframes of
this size. Is there something I can do after importing that makes data
handling faster?
My hardware is up-to-date (Intel P4, 3 Ghz, 1 GB RAM) and I work on a
Windows XP platform.
I am working on a Windows XP platform with R version 2.1 (all packages
updated).
Thanks for your answers.
Christian
--
Christian Bieli, project assistant
Institute of Social and Preventive Medicine
University of Basel, Switzerland
Steinengraben 49
CH-4051 Basel
Tel.: +41 61 270 22 12
Fax: +41 61 270 22 25
christian.bieli at unibas.ch
www.unibas.ch/ispmbs
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