[R] irregular splits in dataframe
jim holtman
jholtman at gmail.com
Tue Aug 21 11:45:59 CEST 2012
try this:
> x <- scan(text = "Granitic Hills 16-20 PZ
+ Loamy Upland 16-20 PZ
+ Sandy Loam Upland 12-16 PZ / Sandy Loam, Deep 12-16 PZ
+ Loamy Upland 12-16 PZ / Sandy Loam Upland 12-16 PZ
+ Loamy Upland 16-20 PZ", what = '', sep = '\n')
Read 5 items
> x
[1] "Granitic Hills 16-20 PZ"
[2] "Loamy Upland 16-20 PZ"
[3] "Sandy Loam Upland 12-16 PZ / Sandy Loam, Deep 12-16 PZ"
[4] "Loamy Upland 12-16 PZ / Sandy Loam Upland 12-16 PZ"
[5] "Loamy Upland 16-20 PZ"
> y <- strsplit(x, '/')
> # now put NA is there is only one entry
> y <- lapply(y, function(.line){
+ if (length(.line) == 1) .line <- c(.line, NA) # add NA
+ .line
+ })
> do.call(rbind, y)
[,1] [,2]
[1,] "Granitic Hills 16-20 PZ" NA
[2,] "Loamy Upland 16-20 PZ" NA
[3,] "Sandy Loam Upland 12-16 PZ " " Sandy Loam, Deep 12-16 PZ"
[4,] "Loamy Upland 12-16 PZ " " Sandy Loam Upland 12-16 PZ"
[5,] "Loamy Upland 16-20 PZ" NA
>
On Tue, Aug 21, 2012 at 1:54 AM, Sapana Lohani <lohani.sapana at ymail.com> wrote:
> Hello everyone,
>
>
> My dataframe (Soil Type) looks something like this
>
> Granitic Hills 16-20 PZ
> Loamy Upland 16-20 PZ
> Sandy Loam Upland 12-16 PZ / Sandy Loam, Deep 12-16 PZ
> Loamy Upland 12-16 PZ / Sandy Loam Upland 12-16 PZ
> Loamy Upland 16-20 PZ
>
> I want to separate them at "/", but when there is just one type, I want "NA" in the second column, How can I do that ??
>
> Thank you
> [[alternative HTML version deleted]]
>
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--
Jim Holtman
Data Munger Guru
What is the problem that you are trying to solve?
Tell me what you want to do, not how you want to do it.
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