Override [.data.frame to drop unused factor levels by default
Question
The issue of dropping unused factor levels when subsetting has come up before. Common solutions include using character vectors where possible by declaring
options(stringsAsFactors = FALSE)
Sometimes, though, ordered factors are necessary for plotting, in which case we can use convenience functions like droplevels
to create a wrapper for subset
:
subsetDrop <- function(...){droplevels(subset(...))}
I realize that subsetDrop
mostly solves this problem, but there are some situations where subsetting via [
is more convenient (and less typing!).
My question is how much further, for the sake of convenience, can we push this to be the 'default' behavior of R by overriding [
for data frames to automatically drop factor levels. For instance, the Hmisc package contains dropUnusedLevels
which overrides [.factor
for subsetting a single factor (which is no longer necessary, since the default [.factor
appears to have a drop
argument for dropping unused levels). I'm looking for a similar solution that would allow me to subset data frames using [
but automatically dropping unused factor levels (and of course preserving order in the case of ordered factors).
No correct solution