Katrina,
try this.
reorg<-function(x){
mat<-matrix(x[9:length(x)],ncol=6,byrow=T)
rem.col<-matrix(rep(x[1:8],nrow(mat)),byrow=T,ncol=8)
return(data.frame(cbind(rem.col,mat)))
}
co<-do.call('rbind',apply(coop.dat,1,function(x) reorg(x)))
You may need to tweak a bit to fit exactly what you want.
Weidong Gu
On Fri, Aug 12, 2011 at 2:35 AM, Katrina Bennett <kebennett at alaska.edu>
wrote:> Hi R-help,
>
> I am working with US COOP network station data and the files are
> concatenated in single rows for all years, but I need to pull these
> apart into rows for each day. To do this, I need to extract part of
> each row such as station id, year, mo, and repeat this against other
> variables in the row (days). My problem is that there are repeated
> values for each day, and the files are fixed width field without
> order.
>
> Here is an example of just one line of data.
>
> coop.raw <- c("DLY09752806TMAX F20100199990620107 00049 20107 00062
> B0207 00041 20207 00049 B0307 00040 20307 00041 B0407 00042 20407
> 00040 B0507 00041 20507 00042 B0607 00043 20607 00041 B0707 00055
> 20707 00043 B0807 00039 20807 00055 B0907 00037 20907 00039 B1007
> 00038 21007 00037 B1107 00048 21107 00038 B1207 00050 21207 00048
> B1307 00051 21307 00050 B1407 00058 21407 00051 B1507 00068 21507
> 00058 B1607 00065 21607 00068 B1707 00068 21707 00065 B1807 00067
> 21807 00068 B1907 00068 21907 00067 B2007 00069 22007 00068 B2107
> 00057 22107 00069 B2207 00048 22207 00057 B2307 00051 22307 00048
> B2407 00073 22407 00051 B2507 00062 22507 00073 B2607 00056 22607
> 00062 B2707 00053 22707 00056 B2807 00064 22807 00053 B2907 00057
> 22907 00064 B3007 00047 23007 00057 B3107 00046 23107 00047 B")
> write.csv(coop.raw, "coop.tmp", row.names=F, quote=F)
> coop.dat <- read.fwf("coop.tmp", widths >
c(c(3,8,4,2,4,2,4,3),rep(c(2,2,1,5,1,1),62)), na.strings=c("9999"),
> skip=1, as.is=T)
> rep.name <-
rep(c("day","hr","met","dat","fl1","fl2"),
62)
> rep.count <- rep(c(1:62), each=6, 1)
> names(coop.dat) <- c("rect", "id", "elem",
"unt", "year", "mo",
> "fill", "numval", paste(rep.name, rep.count,
sep="_"))
>
> I would like to generate output that contains in one row, the columns
> "id", "elem", "unt", "year",
"mo", and "numval". Binded to these
> initial columns, I would like only "day_1", "hr_1",
"met_1", "dat_1",
> "fl1_1", and "fl2_1". Then, in the next row I would
like repeated the
> initial columns "id", "elem", "unt",
"year", "mo", and "numval" and
> then binded "day_2", "hr_2", "met_2",
"dat_2", "fl1_2", and "f2_2" and
> so on until all the data for all rows has been allocated. Then, move
> onto the next row and repeat.
>
> I think I should be able to do this with some sort of sapply or lapply
> function, but I'm struggling with the format for repeating the initial
> columns, and then skipping through the next columns.
>
> Thank you,
>
> Katrina
>
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