[R] data.frame, converting row data to columns
jim holtman
jholtman at gmail.com
Sat Apr 4 19:28:19 CEST 2009
Does this do what you want:
> x <- read.table(textConnection("name wrist nLevel emot
+ 1 4094 3.34 1 frustrated
+ 2 4094 3.94 1 frustrated
+ 3 4094 NA 1 frustrated
+ 4 4094 3.51 1 frustrated
+ 5 4094 3.81 1 frustrated
+ 6 4101 2.62 4 excited
+ 7 4094 2.65 1 frustrated
+ 8 4101 NA 4 excited
+ 9 4101 0.24 4 excited
+ 10 4101 0.23 4
excited"), header=TRUE)
> # add index
> x$indx <- ave(seq_along(x$emot), x$emot, FUN=function(z) seq(length(z)))
> require(reshape)
> y <- melt(x, measure='wrist')
> cast(y, name+nLevel+emot~indx)
name nLevel emot 1 2 3 4 5 6
1 4094 1 frustrated 3.34 3.94 NA 3.51 3.81 2.65
2 4101 4 excited 2.62 NA 0.24 0.23 NA NA
On Sat, Apr 4, 2009 at 1:09 PM, ds <dhshanab at acad.umass.edu> wrote:
>
> I have a data frame something like:
> name wrist
> nLevel emot
> 1 4094 3.34 1
> frustrated
> 2 4094 3.94 1
> frustrated
> 3 4094 NA 1
> frustrated
> 4 4094 3.51 1
> frustrated
> 5 4094 3.81 1
> frustrated
> 6 4101 2.62 4
> excited
> 7 4094 2.65 1
> frustrated
> 8 4101 NA 4
> excited
> 9 4101 0.24 4
> excited
> 10 4101 0.23 4
> excited
>
> I am trying to change it to this:
>
> name nLevel emot w1
> w2 w3 w4 w5 w5
> 4094 1 frustrated 3.34
> 3.94 NA 3.51 3.81 2.65
> 4101 4 excited
> 2.62 NA 0.24 0.23 NA NA
>
> The nLevel and emot will never vary with the name, so there can be one
> row per name. But I need the wrist measurements to be in the same
> row. The number of wrist measures are variable, so I could fill in
> with NAs . But I really just need help with reshaping the data frame
>
> I think I had some success with the melt
>
> x
> =
> melt
> .data
> .frame(bsub,id.vars=c("name","nLevel","emot"),measure.vars=c("wrist"))
>
> But I can't figure out the cast to get the wrist values in the rows.
>
>
> Thanks
>
> ds
>
>
> David H. Shanabrook
> dhshanab at acad.umass.edu
> 256-1019 (home)
>
>
>
>
> [[alternative HTML version deleted]]
>
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--
Jim Holtman
Cincinnati, OH
+1 513 646 9390
What is the problem that you are trying to solve?
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