[R] array vs matrix vs dataframe?
Duncan Murdoch
murdoch at stats.uwo.ca
Mon Oct 2 02:39:23 CEST 2006
On 10/1/2006 7:02 PM, r user wrote:
> What is the difference among an array, a dataframe and
> a matrix?
>
> Why is the size of a dataframe so much larger? (see
> example below)
I forgot to mention: there will be very little difference in 2.4+; the
row names were a problem in earlier releases, but Brian Ripley fixed that:
> a<-c(rep(1:1000000,1))
> b<-c(rep(1:1000000,1))
> c1<-cbind(a,b)
> cdf<-as.data.frame(cbind(a,b))
> cm<-as.matrix(cbind(a,b))
>
> object.size(a)/1000000
[1] 4.000024
> object.size(b)/1000000
[1] 4.000024
> object.size(c1)/1000000
[1] 8.000296
> object.size(cdf)/1000000
[1] 8.000448
> object.size(cm)/1000000
[1] 8.000296
(These are in a recent release candidate of 2.4.0.)
Duncan Murdoch
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