[R] Extracting numbers from a character variable of different types
David Winsemius
dwinsemius at comcast.net
Sun Mar 18 16:57:05 CET 2012
On Mar 18, 2012, at 11:37 AM, David Winsemius wrote:
>
> On Mar 18, 2012, at 10:44 AM, irene wrote:
>
>> Hello,
>>
>> I have a file which contains a column with age, which is
>> represented in the
>> two following patterns
>>
>> 1. "007/A" or ''007/a" or ''7 /a" ..... In this case A or a means
>> year and I
>> would like to extract only the numeric values eg 7 in the above
>> case if this
>> pattern exits in a line of file.
>>
>> 2. "004/M" or "004/m" where M or m means month ...... for these
>> lines I
>> would like to first extract the numeric value of Month eg. 4 and
>> then
>> convert it into a value of years, which would be 0.33 eg 4 divided
>> by 12.
>
> I thought it easier to get to months as an initial step:
>
> > dfrm <- read.table(text="'007/A'\n'007/a' \n '7 /a '\n '004/
> M'\n'004/m'")
As I was thinking further it's easier (and clearer) to do it as years:
> dfrm$agenew3 <- sub("[mM]", "12", dfrm$V1)
> dfrm$agenew3 <- sub("[aA]", "1", dfrm$agenew3)
> sapply(dfrm$agenew3, function(x) eval(parse(text=x)) )
007/1 007/1 7 /1 004/12 004/12
7.0000000 7.0000000 7.0000000 0.3333333 0.3333333
>
> > dfrm$agenew <- sub("(^\\d+\\s*)(/)([aA])","\\1 * 12", dfrm$V1)
> > dfrm$agenew2 <- sub("(^\\d+\\s*)(/)([mM])","\\1", dfrm$agenew)
> > dfrm$agenew2
> [1] "007 * 12" "007 * 12" "7 * 12 " "004" "004"
> > eval(parse(text=dfrm$agenew2))
> [1] 4
> > sapply(dfrm$agenew2, function(x) eval(parse(text=x)) )
> 007 * 12 007 * 12 7 * 12 004 004
> 84 84 84 4 4
--
David Winsemius, MD
West Hartford, CT
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