[R] Forcing variables types when using read.table
Martyn Plummer
plummer at iarc.fr
Wed Jul 11 17:27:36 CEST 2001
On 11-Jul-2001 David Kane <David Kane wrote:
> Perhaps I am being thick, but I can not figure out how to force read.table to
> treat as character something that "looks" numeric to it. Here is a simple
> example:
>
>> version
> _
> platform sparc-sun-solaris2.6
> arch sparc
> os solaris2.6
> system sparc, solaris2.6
> status
> major 1
> minor 3.0
> year 2001
> month 06
> day 22
> language R
>> file.show("temp.txt")
> sedol,price
> 000312,47
> 071290,112
>
>> read.table("temp.txt", header = TRUE, sep = ",")
> sedol price
> 1 312 47
> 2 71290 112
>> read.table("temp.txt", header = TRUE, sep = ",", as.is = TRUE)
> sedol price
> 1 312 47
> 2 71290 112
>>
>
> Note that "sedol" is really a character string (it is an international
> identifier for stocks) while price is numeric. How can I get read.table to
> create sedol as character (and therefore keep around the leading zeroes)? I
> guess that I am looking for an option like "what" from scan . . .
You can just use scan instead of read.table:
x <- scan("temp.txt", what=list("",0), skip=1, sep=",")
names(x) <- scan("temp.txt", what="", nlines=1, sep=",")
as.data.frame(x)
This will convert sedol to a factor variable, which seems appropriate.
Martyn
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