[R] Convert dataframe with two factors from wide to long format
Dennis Murphy
djmuser at gmail.com
Mon May 23 00:04:06 CEST 2011
Hi:
library(reshape2)
d1 <- melt(d, id = 'Subj')
d1 <- cbind(d1, colsplit(d1$variable, '_', c('Time', 'Cond')))
d1 <- transform(d1,
Time = substr(Time, 2, 2),
Cond = substr(Cond, 5, 5))[c(1, 4, 5, 3)]
str(d1)
d1
You can decide whether to leave Time and Cond as character or to
convert them to numeric or factor.
HTH,
Dennis
On Sun, May 22, 2011 at 2:25 PM, Gang Chen <gangchen6 at gmail.com> wrote:
> I know how to convert a simple dataframe from wide to long format with one
> varying factor. However, for a dataset with two factors like the following,
>
> Subj T1_Cond1 T1_Cond2 T2_Cond1 T2_Cond2
> 1 0.125869 4.108232 1.099392 5.556614
> 2 1.427940 2.170026 0.120748 1.176353
>
> How to elegantly convert to a long form as
>
> Subj Time Cond Value
> 1 1 1 0.125869
> 1 1 2 4.108232
> 1 2 1 1.099392
> ...
>
> Thanks in advance!
>
> Gang
>
> [[alternative HTML version deleted]]
>
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