إزالة علامات الترقيم

أزل جميع علامات الترقيم من النص.

أدوات النصوص

كيفية استخدام إزالة علامات الترقيم

  1. 1Paste your text
  2. 2Punctuation is removed in real time
  3. 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.