إزالة علامات الترقيم
أزل جميع علامات الترقيم من النص.
كيفية استخدام إزالة علامات الترقيم
- 1Paste your text
- 2Punctuation is removed in real time
- 3Copy or download the cleaned result
حول إزالة علامات الترقيم
Remove Punctuation strips all punctuation marks from your text, leaving only letters, digits, and whitespace. This is a common preprocessing step in Natural Language Processing (NLP), text analysis, and data cleaning workflows.
Useful for preparing text for machine learning, counting pure word frequencies, or creating plain-text versions of documents.
الأسئلة الشائعة
What counts as punctuation?
All characters that are not letters, digits, or whitespace are removed, including periods, commas, exclamation marks, etc.