[R] Expanding rows of a data frame into multiple rows
Weidong Gu
anopheles123 at gmail.com
Sun Oct 23 02:34:04 CEST 2011
This may work
obs.l<-sapply(input$observations,length)
desire.output<-data.frame(site=rep(1:6,obs.l),obs=unlist(input$observations))
Weidong Gu
On Sat, Oct 22, 2011 at 7:51 PM, Peter Meilstrup
<peter.meilstrup at gmail.com> wrote:
> The setup: I have a data frame where one column is in list mode, and
> each entry contains a vector of varying length.
> I want to expand this into a data frame with one row for each member
> of the list-mode column (the other values being replicated)
>
> For example, an example input and the desired output would be:
>
> input <- data.frame(site = 1:6,
> sector = factor(c("north", "south", "east",
> "west", "east", "south")),
> observations =
> I(list(c(1,2,3),c(4,3),c(),c(14,12,53,2,4),c(3),c(23))))
>
> desired.output <-
> data.frame(site = c(1,1,1,2,2,4,4,4,4,5,6),
> sector = factor(c(2,2,2,3,3,4,4,4,4,4,1,3),
> labels = c("east", "north", "south", "west")),
> observations = c(1,2,3,4,3,14,12,53,2,4,3,23))
>
> There seems like there ought to be a good (simple, fast) way to do
> this, but I've been struggling. Any ideas?
>
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