[R] merging several dataframes from a list
Antje
niederlein-rstat at yahoo.de
Wed Jan 21 09:56:38 CET 2009
Gabor Grothendieck schrieb:
> What version of R are you using?
"R version 2.8.1 (2008-12-22)" (running Windows)
I get this:
>
>> do.call(cbind, mylist)
> df1.pos df1.data df2.pos df2.data df3.pos df3.data
> 1 A 2 A 6 A 9
> 2 B 6 B 2 B 3
> 3 C 3 C 9 C 6
> 4 D 1 D 7 D 2
> 5 E 9 E 5 E 1
>> R.version.string
> [1] "R version 2.8.1 Patched (2008-12-26 r47350)"
>
> In which case
>
>> ALL <- do.call(cbind, mylist)
>> ALL <- ALL[regexpr("data", names(ALL)) > 0]
>> names(ALL) <- sub("[.].*", "", names(ALL))
>> ALL
> df1 df2 df3
> 1 2 6 9
> 2 6 2 3
> 3 3 9 6
> 4 1 7 2
> 5 9 5 1
>
>
> On Wed, Jan 21, 2009 at 3:19 AM, Antje <niederlein-rstat at yahoo.de> wrote:
>> Hi there,
>>
>> I have a list of dataframes (generated by reading multiple files) and all
>> dataframes are comparable in dimension and column names. They also have a
>> common column, which, I'd like to use for merging. To give a simple example
>> of what I have:
>>
>> df1 <- data.frame(c(LETTERS[1:5]), c(2,6,3,1,9))
>> names(df1) <- c("pos", "data")
>> df3 <- df2 <- df1
>> df2$data <- c(6,2,9,7,5)
>> df3$data <- c(9,3,6,2,1)
>> mylist <- list(df1,df2,df3)
>> names(mylist) <- c("df1","df2","df3")
>>
>>> mylist
>> $df1
>> pos data
>> 1 A 2
>> 2 B 6
>> 3 C 3
>> 4 D 1
>> 5 E 9
>>
>> $df2
>> pos data
>> 1 A 6
>> 2 B 2
>> 3 C 9
>> 4 D 7
>> 5 E 5
>>
>> $df3
>> pos data
>> 1 A 9
>> 2 B 3
>> 3 C 6
>> 4 D 2
>> 5 E 1
>>
>> If I use do.call("cbind"), I'll end up with something like this
>>
>> pos data pos data pos data
>> 1 A 2 A 6 A 9
>> 2 B 6 B 2 B 3
>> 3 C 3 C 9 C 6
>> 4 D 1 D 7 D 2
>> 5 E 9 E 5 E 1
>>
>>
>> but now, I don't know anymore which data comes from which dataframe... and I
>> have the column "pos" multiple times...
>>
>> Instead I'd like to have it like this:
>>
>> pos df1 df2 df3
>> 1 A 2 6 9
>> 2 B 6 2 3
>> 3 C 3 9 6
>> 4 D 1 7 2
>> 5 E 9 5 1
>>
>> How, can I realize it? (The list, I'm working with has not just 3 data
>> frames like given in my example, so I need to automize it)
>>
>>
>> Antje
>>
>> ______________________________________________
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>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>>
>
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