how to merge within range?
I'd've first said it's "simply" sapply(df1$time, function(x) if(any(foo <- (x>=df2$from & x<=df2$to))>0) df2$value[which(foo)] else NA ) but the following are much nicer (except that instead of NA you'll have 0 but that's easy to change if necessary): colSums(sapply(df1$time, function(x) (x>=df2$from & x <=df2$to) * df2$value) ) rowSums(outer(df1$time, df2$from, ">=") * outer(df1$time, df2$to, "<=") * df2$value) On Sat, May 14, 2011 at 10:08 PM, Ren? Mayer
<mayer at psychologie.tu-dresden.de> wrote:
sqldf is impressive - compiled it now; the trick with findInterval is nice, too. thanks guys!! Zitat von "David Winsemius" <dwinsemius at comcast.net>:
On May 14, 2011, at 2:27 PM, William Dunlap wrote:
You could use findInterval() along with a trick with c(rbind(...)):
i <- findInterval(x=df.1$time, vec=c(rbind(df.2$from, df.2$to))) i
[1] 1 1 1 2 3 3 3 5 5 6
That's nice. I was working on a slightly different "trick" findInterval( df.1[,1],t(df.2[,1:2])) ?[1] 1 1 1 2 3 3 3 5 5 6 I was then trying to get the right indices with (.)'%%' 2 and (.) '%/%' 2
The even-valued outputs would map to NA's, the odds to value[(i+1)/2], but you can use the c(rbind(...)) trick again:
c(rbind(df.2$value, NA))[i]
[1] ?1 ?1 ?1 NA ?3 ?3 ?3 ?5 ?5 NA
I'd like to understand that. Maybe, maybe... ah, got it. At first I didn't realize those were the final answers since they looked like indices. My t(.) trick doesn't generalize as well. My earlier suggestion tht two merges woul do it was based on my erroneous interpretation of the example, since ?I thought the task was to match on the end points of the intervals.
Bill Dunlap Spotfire, TIBCO Software wdunlap tibco.com
-----Original Message-----
From: r-help-bounces at r-project.org
[mailto:r-help-bounces at r-project.org] On Behalf Of Ren? Mayer
Sent: Saturday, May 14, 2011 11:06 AM
To: David Winsemius
Cc: r-help at r-project.org
Subject: Re: [R] how to merge within range?
thanks David and Ian,
let me make a better example as the first one was flawed
df.1=data.frame(round((1:10)*100+rnorm(10)), value=NA)
names(df.1) = c("time", "value")
df.1
?time value
1 ? 101 ? ?NA
2 ? 199 ? ?NA
3 ? 301 ? ?NA
4 ? 401 ? ?NA
5 ? 501 ? ?NA
6 ? 601 ? ?NA
7 ? 700 ? ?NA
8 ? 800 ? ?NA
9 ? 900 ? ?NA
10 1000 ? ?NA
# from and to define ranges within time,
# note that from and to may not match the numbers given in time
df.2=data.frame(from=c(99,500,799),to=c(303,702,950), value=c(1,3,5))
df.2
?from ?to value
1 ? 99 303 ? ? 1
2 ?500 702 ? ? 3
3 ?799 950 ? ? 5
what I want is:
?time value
1 ? 101 ? ?1
2 ? 199 ? ?1
3 ? 301 ? ?1
4 ? 401 ? ?NA
5 ? 501 ? ?3
6 ? 601 ? ?3
7 ? 700 ? ?3
8 ? 800 ? ?5
9 ? 900 ? ?5
10 1000 ? ?NA
@David I don't know what you mean by 2 merges,
Ren?
Zitat von "David Winsemius" <dwinsemius at comcast.net>:
On May 14, 2011, at 9:16 AM, Ian Gow wrote:
If I assume that the third column in data.frame.2 is named
"val" then in
SQL terms it _seems_ you want SELECT a.time, b.val FROM data.frame.1 AS a LEFT JOIN
data.frame.2 AS b ON
a.time BETWEEN b.start AND b.end; Not sure how to do that elegantly using R subsetting/merge,
Huh? It's just two merge()'s (... once you fix the error in
the example.)
-- David
but you might try a package that allows you to use SQL, such as sqldf. On 5/14/11 8:03 AM, "David Winsemius"
<dwinsemius at comcast.net> wrote:
On May 14, 2011, at 8:12 AM, Ren? Mayer wrote:
Hello, how can one merge
And what happened when you typed: ?merge
two data frames when in the second data frame one column
defines the
start values and another defines the end value of the to be merged range. data.frame.1 time ... 13 24 35 46 55 ... data.frame.2 start end 24 37 ?h? ? ... should result in this 13 NA 24 ?h? 35 ?h? 46 NA 55 ?
And _why_ would that be?
thanks, Ren?
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reproducible code.
David Winsemius, MD West Hartford, CT
______________________________________________ R-help at r-project.org mailing list 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.
David Winsemius, MD West Hartford, CT
______________________________________________ R-help at r-project.org mailing list 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.
David Winsemius, MD West Hartford, CT
______________________________________________ R-help at r-project.org mailing list 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.