Why Remove Punctuation?
Removing punctuation is an essential preprocessing step for natural language processing (NLP), word frequency counts, search index tokenization, and data sanitation. It strips out commas, periods, exclamation marks, question marks, brackets, colons, and semicolons without altering the underlying words.
How Text Cleaner Handles Punctuation
Text Cleaner uses exact Unicode punctuation character matching to remove standard symbols ([.,\/#!$%\^&\*;:{}=\-_`~()?"'<>@]) cleanly while preserving the whitespace separating words.
Related Cleaners
If you only need to remove specific punctuation marks such as em dashes or smart quotes, check out our targeted tools:
