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Cleaning up the text and words

Assignment 5-
Do we need to clean up the text/words in any way?
Punctuation kind of gets in the way. It seems out of scope of this assignment to try and eliminate punctuation, but I thought I'd ask anyways.
Examples:
" is "
" is. "
" is, "
" "is "

There are many instances of a word containing punctuation where I would imagine you would want to keep the punctuation in, and creating functionality to sift through only "legitimate" punctuation seems like an entirely different project.

Thanks
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