[R] replace NA value with 0
Petr PIKAL
petr.pikal at precheza.cz
Thu Mar 18 11:20:52 CET 2010
Hi
r-help-bounces at r-project.org napsal dne 17.03.2010 18:01:50:
>
> Building on the question how to replace NA with 0.
>
> My data set below has date, station 1, flags for station 1, station 2,
flags
> for station 2, etc...
>
> I would like to make the values in the station columns equal to 1 and
the NA
> in the station columns equal to 0 and then sum each row for the number
of 1
> present in the row.
>
> head(data.matrix, n=10)
> date 05AE005 flg_05AE005 05AF010 flg_05AF010 05BM014
flg_05BM014
> 1 1900-01-01 NA <NA> NA <NA> NA <NA>
> 2 1900-01-02 NA <NA> NA <NA> .23 <NA>
> 3 1900-01-03 NA <NA> NA <NA> .45 <NA>
> 4 1900-01-04 NA <NA> NA <NA> NA <NA>
> 5 1900-01-05 NA <NA> NA <NA> NA <NA>
> 6 1900-01-06 NA <NA> NA <NA> NA <NA>
> 7 1900-01-07 0.75 <NA> .09 <NA> NA <NA>
> 8 1900-01-08 0.87 <NA> .23 <NA> NA <NA>
> 9 1900-01-09 0.26 <NA> .78 <NA> NA <NA>
> 10 1900-01-10 0.23 <NA> NA <NA> NA <NA>
>
> # figure out which columns the data are in
> colpos <- seq(2, by = 2, length.out = n)
What relation is colpos to data.matrix?
>
> # make value 1 and NA 0
> colpos[!is.na(colpos)] <- 1.0
> colpos[is.na(colpos)] <- 0.0
>
> # sum number of values on a given day
> rowsum(colpos, )
Do you want by chance to get how many nonnumeric values are in each row of
your data frame in station columns?
If yes, try
colpos <- seq(2, 7, by = 2)
rowSums(!is.na(data.matrix)[,colpos])
Regards
Petr
>
>
> The above script is what i have tried - and does not work. The values
are
> not being replaced with 1s and the NAs with 0s and the rows are not
being
> summed.
>
> any help would be greatly appreciated.
>
> E
>
> --
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> tp834446p1596779.html
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>
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