[R] restructure my data
David Carlson
dcarlson at tamu.edu
Mon Sep 2 23:38:13 CEST 2013
Thanks for the reproducible data set. The unstack() function
produces a list of three vectors, one for each value of var, but
it cannot combine them into a matrix since the number of entries
in each is not the same. To get that you need to pad each vector
with NAs:
> df <- structure(list(var = c(1, 0, 0, 1, 0, 2, 2, 0, 2, 0),
cauc =
+ c(6462.32876712329,
+ 1585.27397260274, 2481.67808219178, 344.178082191781,
8871.57534246575,
+ 816.780821917808, 6031.33561643836, 1013.52739726027,
4913.52739726027,
+ 1517.25)), .Names = c("var", "cauc"), row.names = c(NA, 10L),
class =
+ "data.frame")
> datlst <- unstack(dat, cauc~var)
> datlst
$`0`
[1] 1585.274 2481.678 8871.575 1013.527 1517.250
$`1`
[1] 6462.3288 344.1781
$`2`
[1] 816.7808 6031.3356 4913.5274
> MaxL <- max(sapply(datlst, length))
> datmat <- sapply(datlst, function(x) c(x, rep(NA,
MaxL-length(x))))
> datmat
0 1 2
[1,] 1585.274 6462.3288 816.7808
[2,] 2481.678 344.1781 6031.3356
[3,] 8871.575 NA 4913.5274
[4,] 1013.527 NA NA
[5,] 1517.250 NA NA
-------------------------------------
David L Carlson
Associate Professor of Anthropology
Texas A&M University
College Station, TX 77840-4352
-----Original Message-----
From: r-help-bounces at r-project.org
[mailto:r-help-bounces at r-project.org] On Behalf Of Wim Kreinen
Sent: Monday, September 2, 2013 12:07 PM
To: r-help
Subject: [R] restructure my data
My data is in this form: var has 3 conditions (0,1,2)
> df
var cauc
1 1 6462.3288
2 0 1585.2740
3 0 2481.6781
4 1 344.1781
5 0 8871.5753
6 2 816.7808
7 2 6031.3356
8 0 1013.5274
9 2 4913.5274
10 0 1517.2500
For the three conditions (0,1,2) I want the cauc-values to be
listed like
this
0 1 2
1585,2740 6462,3288 816.7808
2481.6781 344.1781 6031.3356
...
Thanks Wim
> dput (df)
structure(list(var = c(1, 0, 0, 1, 0, 2, 2, 0, 2, 0), cauc =
c(6462.32876712329,
1585.27397260274, 2481.67808219178, 344.178082191781,
8871.57534246575,
816.780821917808, 6031.33561643836, 1013.52739726027,
4913.52739726027,
1517.25)), .Names = c("var", "cauc"), row.names = c(NA, 10L),
class =
"data.frame")
>
[[alternative HTML version deleted]]
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