[R] NA rows appeared in data.frame
Ernest Han
erne@t@hec @end|ng |rom gm@||@com
Wed Jan 16 03:27:19 CET 2019
Dear Rui and Petr,
Thank you for taking time and effort to help.
Rui's solution is an effective workaround so that I can continue to
work with the data. However, the appearance of these NA rows (with NA
rownames) is clearly errorneous (possibly a bug behaviour due to R
base code). What I am interested is a solution that removes these NA
rows.
The reasons is because (1) prior to the NA assignment, one does not
need to test for NA value. (2) Besides, sometimes these NA values are
needed as part of the data to indicate that the missing data.
> t1[t1$Petal.Width==1.8, "Petal.Width"] <- NA
Petr's solution is also not apt in my case, because it removes 12 rows
that have NA values in "Petal.Width". I would like a solution that
keeps the 150 rows, but not the mysterious 12 rows with all NA values
in all columns.
Once again, I appreciate your suggestions and I am hoping that this
'errorneous' behaviour has a fix.
Cheers,
Ernest
On Mon, Jan 14, 2019 at 4:25 PM PIKAL Petr <petr.pikal using precheza.cz> wrote:
>
> Hi
>
> If you want to remove rows with NA values from your data you could use
>
> ?complete.cases
>
> or
>
> t2 <- t1[!is.na(t1$Petal.Width),]
>
> Cheers
> Petr
>
> > -----Original Message-----
> > From: R-help <r-help-bounces using r-project.org> On Behalf Of Rui Barradas
> > Sent: Saturday, January 12, 2019 12:55 PM
> > To: Ernest Han <ernest.hec using gmail.com>; r-help using r-project.org
> > Subject: Re: [R] NA rows appeared in data.frame
> >
> > Hello,
> >
> > You have to test for NA. Some (12) of the values of t1$Petal.Width are NA
> > therefore t1$Petal.Width == 2.0 alone returns 12 NA values.
> >
> > t1[t1$Petal.Width == 2.0 & !is.na(t1$Petal.Width == 2.0), ]
> >
> > Or use which(t1$Petal.Width == 2.0).
> >
> > t1[which(t1$Petal.Width == 2.0), ]
> >
> >
> > Hope this helps,
> >
> > Rui Barradas
> >
> > Às 08:23 de 12/01/2019, Ernest Han escreveu:
> > > Dear All,
> > >
> > > After replacing some values in a data.frame, NAs rows have appeared
> > > and cannot be removed. I have googled these issues and found that
> > > several people have encountered it. Solutions in stackoverflow seem to
> > > provide work-arounds but does not remove it from the data.frame.
> > > Therefore, I am turning to experts in this community for help.
> > >
> > > The code is as follows,
> > >
> > >> t1 <- iris
> > >> t1[t1$Petal.Width==1.8, "Petal.Width"] <- NA t1[t1$Petal.Width ==
> > >> 2.0, ]
> > > Sepal.Length Sepal.Width Petal.Length Petal.Width Species
> > > NA NA NA NA NA <NA>
> > > NA.1 NA NA NA NA <NA>
> > > NA.2 NA NA NA NA <NA>
> > > NA.3 NA NA NA NA <NA>
> > > 111 6.5 3.2 5.1 2 virginica
> > > 114 5.7 2.5 5.0 2 virginica
> > > NA.4 NA NA NA NA <NA>
> > > 122 5.6 2.8 4.9 2 virginica
> > > 123 7.7 2.8 6.7 2 virginica
> > > NA.5 NA NA NA NA <NA>
> > > NA.6 NA NA NA NA <NA>
> > > NA.7 NA NA NA NA <NA>
> > > NA.8 NA NA NA NA <NA>
> > > 132 7.9 3.8 6.4 2 virginica
> > > NA.9 NA NA NA NA <NA>
> > > NA.10 NA NA NA NA <NA>
> > > 148 6.5 3.0 5.2 2 virginica
> > > NA.11 NA NA NA NA <NA>
> > >
> > > ## Twelve values were replaced, twelve NA rows appeared.
> > >
> > > ### MISC INFO ###
> > >> sessionInfo()
> > > R version 3.4.0 (2017-04-21)
> > > Platform: x86_64-apple-darwin16.5.0 (64-bit) Running under: macOS
> > > 10.14.2
> > >
> > > Matrix products: default
> > > BLAS:
> > > /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/
> > > vecLib.framework/Versions/A/libBLAS.dylib
> > > LAPACK:
> > > /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/
> > > vecLib.framework/Versions/A/libLAPACK.dylib
> > >
> > > locale:
> > > [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
> > >
> > > attached base packages:
> > > [1] stats graphics grDevices utils datasets methods base
> > >
> > > loaded via a namespace (and not attached):
> > > [1] compiler_3.4.0 tools_3.4.0
> > >> Sys.getlocale()
> > > [1] "en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8"
> > >
> > >
> > > Thank you,
> > > Ernest
> > >
> > > ______________________________________________
> > > R-help using r-project.org mailing list -- To UNSUBSCRIBE and more, see
> > > 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.
> > >
> >
> > ______________________________________________
> > R-help using r-project.org mailing list -- To UNSUBSCRIBE and more, see
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