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
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