[R] Reading in multiple files
tlumley at u.washington.edu
Wed Apr 9 17:29:36 CEST 2003
On Wed, 9 Apr 2003, Bliese, Paul D MAJ WRAIR-Wash DC wrote:
> I apologize if this is a FAQ -- I kind of recall seeing something along
> these lines before, but I couldn't find the message when I searched the
> 1. I have hundreds of small files in a subdirectory ("c:\\temp") and I would
> like to combine the files into a single data frame.
> 2. Individually, it is easy to read each file
> 3. It is also fairly easy to add new files to the data frame one at a time:
> What is tedious about this solution is that we have to change the file name
> in step 3 every time.
> Is there a way to have R identify all the files in a directory and create
> one big data frame?
You can get the file list with
all.the.files <- list.files("C:/temp",full=TRUE)
where full=TRUE asks for absolute file paths, which will be useful if this
isn't your working directory. You could also add pattern="\\.csv$" to
ensure that you only get .csv files.
Then you could read them all in
all.the.data <- lapply( all.the.files, read.csv, header=TRUE)
and then rbind them into a data frame
DATA <- do.call("rbind", all.the.data)
In one line this would be
DATA <- do.call("rbind", lapply( list.files("C:/temp",full=TRUE),
It should be faster to use do.call("rbind",) rather than a loop, but I
don't know if it actually is.
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