π Statistics & Probability
Text Cleaner Tool
Remove extra spaces, tabs, blank lines and invisible characters from pasted text, with word and character counts. Runs in your browser.
What This Calculator Tells You
Text copied from PDFs, emails, websites or chat apps often carries hidden junk: double spaces, tabs, long runs of blank lines and invisible zero-width characters that break search, spreadsheets and code. This tool strips that out in one step and counts the characters and words in the result.
Everything runs in your browser β the text you paste is never uploaded.
What to Enter
- Text β paste any amount of text. The tool collapses repeated spaces and tabs into a single space, reduces three or more line breaks to one blank line (so paragraphs survive), removes zero-width and byte-order-mark characters, and trims spaces at the start and end.
Worked Examples
1. Text pasted from a PDF
A paragraph with double spaces after every sentence and stray tabs.
- The cleaned version has single spaces throughout, and the word count tells you if it fits a 150-word limit.
2. A spreadsheet lookup that will not match
A product code looks identical to another but a lookup fails.
- The cause is often an invisible zero-width space copied from a web page. Cleaning the text removes it so VLOOKUP or XLOOKUP works.
3. Copy for a form with a character limit
A bio needs to be under 300 characters.
- Paste it to see the true character count after extra whitespace is removed.
How to Read Your Result
- Character count includes spaces and line breaks, which is how most forms and social platforms count.
- Word count splits on whitespace, so hyphenated words count as one.
- Paragraph breaks are kept on purpose. If you need everything on one line, replace line breaks in your editor after cleaning.
Common Mistakes to Avoid
- Expecting formatting to be preserved. Bold, links and fonts become plain text once pasted.
- Cleaning code or data that relies on tabs, such as tab-separated files or Python indentation.
- Assuming smart quotes are converted. Curly quotes and dashes are left as they are.
When to Use This Calculator
- Tidy text copied from PDFs and web pages before publishing.
- Remove invisible characters that break spreadsheet lookups.
- Check character and word counts for forms, ads and bios.
- Prepare clean text for data imports.
Frequently Asked Questions
Does this tool store my text?
No. Cleaning happens in your browser and nothing is sent to a server.
What are zero-width characters?
Invisible Unicode characters (such as U+200B) that take up no space on screen but make two strings different to a computer.
Does it remove all line breaks?
No. It keeps single and double line breaks and only collapses long runs of blank lines, so paragraphs stay readable.
Is there a length limit?
No fixed limit; very large pastes depend on your browser's memory.
Do you store the values I enter?
No. All calculations happen in your browser. Your data never leaves your device.
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