I've been using gsub("toreplace","replacement", myvector)
to clean out data in R. While this works for commas and the like, removing "$"
has no effect. So if I do gsub("$","",myvector)
all the dollar signs remain in place.
I think this is because $
is a special character in R. I tried escaping it "\$"
but that yields the same result (no effect). And I couldn't find a resource on escaping special characters in R.
Obviously I should do this in preprocessing. But I was wondering if anyone out there knew how to either a) escape special characters in R b) get rid of pesky $
in R directly. For science.
Dollar signs can also be removed from a dataframe column or row, by using the gsub() method. All the instances of the $ sign are removed from the entries contained within the data frame.
You can easily remove dollar signs and commas from data frame columns in R by using gsub() function.
To be able to use special characters within a function such as gsub, we have to add two backslashes (i.e. \\) in front of the special character. …the next R syntax replaces the question mark… Looks good! We can use the previous type of R code for basically any special character.
You have to escape it twice, first for R, second for the regex.
gsub('\\$', '', c("a$a", "bb$")) [1] "aa" "bb"
See ?Quotes
for details on quoting and escaping.
Use fixed = TRUE
:
gsub('$', '', c("a$a", "bb$"), fixed = TRUE)
Then you don't need to worry about any special characters. In stringr
, this is implemented a little differently:
library(stringr) str_replace_all(c("$100","ta$ty"), fixed("$"), "")
Thanks to DiggyF and James for the examples!
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