I am looking for a way to mark the start and end of sentences in R. For this purpose I would like to eliminate all punctuation except for end of sentence markers such as periods, exclamation marks, interrogation marks, and hyphens, which I want to substitute with the marker ***. At the same time, I also want to preserve words containing apostrophes. To give a concrete example, given this string:
txt <- "We have examined all the possibilities, however we have not reached a solid conclusion - however we keep and open mind! Have you considered any other approach? Haven't you?"
The desired outcome would be
txt <- "We have examined all the possibilities however he have not reached a solid conclusion *** however we keep and open mind*** Have you considered any other approach*** Haven't you***"
I have not been able to come out with a regex expression to do this. Any hint is greatly appreciated.
You may use gsub.
> txt <- "We have examined all the possibilities, however he have not reached a solid conclusion - however we keep and open mind! Have you considered any other approach? Haven't you?"
> gsub("[-.?!]", "<S>", gsub("(?![-.?!'])[[:punct:]]", "", txt, perl=T))
[1] "We have examined all the possibilities however he have not reached a solid conclusion <S> however we keep and open mind<S> Have you considered any other approach<S> Haven't you<S>"
> gsub("[-.?!]", "***", gsub("(?![-.?!'])[[:punct:]]", "", txt, perl=T))
[1] "We have examined all the possibilities however he have not reached a solid conclusion *** however we keep and open mind*** Have you considered any other approach*** Haven't you***"
I would like to eliminate all punctuation except for end of sentence markers such as periods, exclamation marks, interrogation marks, and hyphens.
gsub("(?![-.?!'])[[:punct:]]", "", txt, perl=T)
which I want to substitute with the marker ***. At the same time, I also want to preserve words containing apostrophes.
gsub("[-.?!]", "***", gsub("(?![-.?!'])[[:punct:]]", "", txt, perl=T))
You can do this by using two regex. First you can remove the characters you don't want by using a character class:
[,.]
^--- Whatever you want to remove, put it here
And use an empty replacement string.
Then, you can use a 2nd regex like this:
[?!-]
^--- Add characters you want to replace here
With a replacement string:
<S>
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