-----Original Message-----
From: Rui Barradas [mailto:ruipbarra...@sapo.pt]
Sent: Dienstag, 4. September 2012 14:01
To: Meyners, Michael
Cc: r-help
Subject: Re: [R] unexpected (?) behavior of sort=TRUE in merge function
Hello,
Inline.
Em 04-09-2012 12:24, Meyners, Michael escreveu:
All,
I realize from the archive that the sort argument in merge has been
subject to discussion before, though I couldn't find an explanation for
this behavior. I tried to simplify this to (kind of) minimal code from
a real example to the following (and I have no doubts that there are
smart people around achieving the same with smarter code :-)). I'm
running R 2.15.1 64bit under MS Windows 7, full session info below.
I do have a list with two dataframes:
test <- list(structure(list(product = structure(c(1L, 2L, 3L, 4L, 5L,
6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L), .Label = c("Y1", "Y2", "G", "F", "L", "K"), class =
"factor"),
cong = c(-1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 1, 1,
1, 1, 1, 1, 11, 11, 11, 11, 11, 11), x = c(5.85714285714286,
5.9, 7.3, 5.85714285714286, 7.27272727272727, 4.375, 3.875,
2.5, 4.8, 3.625, 6.25, 4.71428571428571, 3.53571428571429,
4.63888888888889, 4.42424242424242, 4.78260869565217, 4.875,
3.80434782608696, 5.73170731707317, 5.41935483870968, 5.78125,
6.30188679245283, 6.87755102040816, 5.56603773584906)), .Names =
c("product",
"cong", "x"), row.names = c(NA, -24L), class = "data.frame"),
structure(list(product = structure(c(1L, 2L, 3L, 4L, 5L,
6L, 1L, 2L, 3L, 4L, 5L, 6L), .Label = c("Y1", "Y2", "G",
"F", "L", "K"), class = "factor"), cong = c(-1, -1, -1, -1,
-1, -1, 0, 0, 0, 0, 0, 0), x = c(3.04347826086957,
4.18181818181818,
3.75, 4.31578947368421, 4.5, 3.73913043478261, 4.8876404494382,
5.20792079207921, 5.68, 5.70526315789474, 6.38636363636364,
4.96703296703297)), .Names = c("product", "cong", "x"), row.names =
c(NA,
-12L), class = "data.frame"))
The dataframes are pretty much the same but for the values in the x-
column and the fact that the second one has only half as many
observations, missing the second half of the expand.grid if you like.
Now if I run
lapply(test, function(x) merge(x, expand.grid(product=c("Y1", "Y2",
"G", "F", "L", "K"), cong=c(-1,0,1,11)), all=T, sort=TRUE)) #
sort=TRUE is the default, so could be omitted
sorts the first dataframe according to the labels of factor "product"
No, it doesn't. It sorts according to the columns, i.e., the values,
not according to the labels.
The help page clearly states that the argument 'sort' is "logical.
Should the results be sorted on the by columns?"
And "Y1" is coded as 1, "Y2" as 2, etc. The output is right.
Try the following.
test2 <- test
test2[[1]]$product <- as.character(test[[1]]$product)
test2[[2]]$product <- as.character(test[[2]]$product)
# To make it more readable.
grd <- expand.grid(product=c("Y1", "Y2", "G", "F", "L", "K"), cong=c(-
1,0,1,11))
lapply(test2, function(x) merge(x, grd, all=T, sort=TRUE))
And now 'product' sorts from "F" to "Y2", even if grd$product is still
a factor with the same coding as in 'test'.
Hope this helps,
Rui Barradas
, while for the second one the order is maintained from the first
dataframes (x) to merge (which is the difference that I could not find
being documented). Now I run the same code with sort=FALSE instead:
lapply(test, function(x) merge(x, expand.grid(product=c("Y1", "Y2",
"G", "F", "L", "K"), cong=c(-1,0,1,11)), all=T, sort=FALSE))
The results are at least consistent and fulfill my needs (this is, btw,
not unexpected from the documentation). Note that I get exactly the
same behavior if I apply merge subsequently to test[[1]] and test[[2]],
so it is not an issue from lapply. (I realize that my dataframes are
ordered by levels of product, but using test[[2]] <-
test[[2]][sample(12),] and applying the same code as above reveals that
indeed no sorting is done but the order is maintained from the first
dataframe.)
I have a working solution for myself, so I'm not after any advice on
how to achieve the sorting -- I'd just like to better understand what's
going on here and/or what I might have missed in the documentation or
in the list archives.
Thanks in advance,
Michael
Session info:
R version 2.15.1 (2012-06-22)
Platform: x86_64-pc-mingw32/x64 (64-bit)
locale:
[1] LC_COLLATE=German_Germany.1252 LC_CTYPE=German_Germany.1252
LC_MONETARY=German_Germany.1252 LC_NUMERIC=C
LC_TIME=German_Germany.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
loaded via a namespace (and not attached):
[1] tools_2.15.1
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