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Remove Line Breaks and Clean text

Use this line break remover to join broken lines from PDFs, emails and spreadsheets, or to turn a list into comma-separated text. It also trims spaces, removes duplicates and changes case.

Drop a text file here

Or paste straight into Raw Input below.

.txt, .csv, .log, .md and other plain-text files. Read on your device.

Cleaning options

Changes apply as soon as you pick them.

Waiting for text
Ready. Paste text to begin.
StatusWaiting
Input Characters0
Output Characters0
Input Lines0
Output Lines0
Paragraphs0
Avg Word Length0
Search Matches0

Input & Cleaned Output

Paste raw text on the left, then inspect the cleaned result on the right.

No cleanup issues Line 1, Col 1

Raw Input

Editable 0 chars
Ready for input Cleaner ready
No file loaded

Cleaned Output

Live result 0 chars

No cleaned output yet 0 matches
Ready to download

Cleaning Summary

See exactly what changed after the cleanup process.

Run the cleaner to see cleanup details here.

Top Word Frequency

Most repeated words found in the cleaned text.

Clean some text to view word frequency.

Text Snapshot

Quick stats for the cleaned result so you can scan changes fast.

Snapshot idle
Words0
Characters Removed0
Spaces Fixed0
Empty Lines Removed0
Tabs Removed0
Special Chars Removed0
Duplicate Lines Removed0
Duplicate Words Removed0
Paragraph Count0
Average Word Length0
Unique Words0
Most Repeated Word—

Runs in your browser. Nothing you type, paste or open here is uploaded.

To remove line breaks, paste your text into Raw Input, check that Remove line breaks is ticked (it is by default), choose what replaces each break under Line break replacement (a space by default), and select Clean text. The joined text appears in Cleaned Output, ready to copy or download. Everything runs in your browser.

How to remove line breaks from text

  1. Add your text. Paste it into Raw Input, drop a file on the upload area, or select Select text file to load a .txt, .csv, .log, .md or similar file.
  2. Check line break removal. Remove line breaks is ticked by default. Also tick Keep paragraph breaks to join the lines inside each paragraph but keep the blank line between paragraphs.
  3. Pick the replacement. Under Line break replacement, choose Replace with space for prose, Replace with comma + space or Replace with pipe | for lists, or Remove completely.
  4. Clean and save. Select Clean text (or press Ctrl+Enter). Use Copy output or Download for a .txt file, or Output → Input to run another pass.

Remove line breaks from PDF text

Text copied from a PDF usually has a hard line break at the end of every visual line, so a paragraph pastes as a stack of short lines. Remove line breaks with Replace with space joins them back into flowing sentences, and Collapse multiple spaces (on by default) removes the doubled spaces that joining can leave behind.

Two things to know. First, on its own the option joins every line, so separate paragraphs are merged into one block as well. Tick Keep paragraph breaks to join only the lines inside each paragraph and keep a blank line between paragraphs. Second, words that were hyphenated at the end of a line come out as exam- ple. Before joining, you can fix those in the find and replace tool with Regex mode on: find (\w)-\n(\w) and replace with $1$2. If you're starting from the PDF file itself, PDF to Text extracts the text first.

Every cleaning option, and its default

Options apply in a fixed order: tabs, trimming, empty lines, line breaks, spaces, special characters, duplicates, then case. Changing any option re-cleans the text right away.

OptionDefaultWhat it does
Remove line breaksOnJoins all lines using the Line break replacement you choose
Keep paragraph breaksOffWith Remove line breaks, joins lines inside each paragraph but keeps blank-line breaks between paragraphs
Remove empty linesOnDeletes blank lines
Trim each lineOnRemoves spaces at the start and end of each line, or of the whole text if Trim mode is set to Trim whole text only
Remove tabsOnTurns tab characters into spaces
Collapse multiple spacesOnTurns runs of spaces into one space
Remove special charactersOffKeeps letters, numbers, spaces and anything in Allowed special characters
Remove duplicate linesOffKeeps the first copy of each line
Remove duplicate wordsOffKeeps the first copy of each word anywhere in the text
Case-sensitive duplicatesOffTreats Word and word as different
Case conversionNo case changelowercase, UPPERCASE, Sentence case or Title Case

Remove special characters keeps letters from any language, including accented ones. Put the symbols you want to keep, such as .,@:/-, in Allowed special characters before cleaning an email list or URLs.

Remove duplicate lines and extra spaces

To dedupe a list of emails, keywords or product codes, put one item per line, tick Remove duplicate lines and untick Remove line breaks. Duplicates are matched ignoring case unless you tick Case-sensitive duplicates, and the first copy of each line is kept in its original position. The Cleaning Summary then tells you how many lines were removed.

Remove duplicate words works across the whole text, so in normal sentences it would delete every second the and and. It's meant for tag and keyword lists. A word with punctuation attached, such as apple,, counts as different from apple.

Extra spaces are handled by Collapse multiple spaces together with Trim each line, which between them fix double spaces after periods, indents and trailing spaces at line ends.

Turn a list into comma-separated text

Paste a column copied from Excel or Google Sheets, keep Remove line breaks ticked and choose Replace with comma + space. A column of names becomes Ana, Ben, Chloe, ready for an email field, a tag box or a SQL IN list. Choose Replace with pipe | when the items themselves contain commas. Remove empty lines (on by default) stops blank cells from turning into empty entries between commas.

Frequently asked questions

How do I remove line breaks but keep paragraphs?

Tick Keep paragraph breaks next to Remove line breaks. Lines inside each paragraph are joined with your Line break replacement, and paragraphs stay separated by one blank line.

Can I replace line breaks with commas?

Yes. Keep Remove line breaks ticked and set Line break replacement to Replace with comma + space. Each line becomes one item in a comma-separated list.

Does the text cleaner change my original text?

No. Your text stays in Raw Input and the result appears in Cleaned Output. Select Output → Input only when you want to clean the result again.

Why does Title Case capitalize small words?

Title Case here capitalizes the first letter of every word, including of, and and the. Letters after an apostrophe stay lowercase, so don't becomes Don't, and accented letters such as é are capitalized too. Fix those by hand if you follow a style guide such as AP or Chicago.

Is my text uploaded?

No. Cleaning happens in your browser with JavaScript, and files you load are read on your device. Nothing is sent to ToolzyLab.

Are there keyboard shortcuts?

Yes. In Raw Input, Ctrl+Enter (Cmd+Enter on a Mac) runs Clean text. The output also updates as you type and whenever you change an option.

Updated 11 October 2026Reviewed by the ToolzyLab teamHow we test our tools