Question 1

What counts as punctuation?

Accepted Answer

Standard punctuation includes: . , ! ? ; : ' " ( ) [ ] { } - — … / \ | @ # $ % ^ & * + = ~ ` < >. This tool removes all standard ASCII punctuation. Unicode punctuation (curly quotes, em dashes, ellipsis characters) can optionally be included.

Question 2

Why would I want to remove punctuation?

Accepted Answer

Common uses: preparing text for word frequency analysis, natural language processing (tokenization), cleaning scraped data before ingestion, creating word clouds, or testing text before applying new punctuation formatting.

Question 3

Does removing punctuation affect sentence meaning?

Accepted Answer

Yes, potentially. Punctuation is part of meaning: 'Let's eat, Grandma.' vs 'Let's eat Grandma.' Removing punctuation is a lossy operation — appropriate for data analysis but not for preserving the original meaning of text.

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