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Text Cleaner & Line Break Remover

Copied PDF text often arrives with a line break after every few words. Choose which formatting to fix, review the preview, and keep the original until you are satisfied.

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Benefits

  • Preview cleanup beside the original and undo the last applied change.
  • Join wrapped lines while keeping blank-line paragraph boundaries.
  • Apply the same rules to several TXT files and download a named ZIP.

When this helps

  • Prepare OCR output for a report without retyping every line.
  • Remove repeated spaces from copied email text.
  • Clean a folder of plain text extracts using one consistent set of rules.

How to use this tool

  1. Paste text or import a UTF-8 TXT file. Only line-edge trimming is enabled initially.
  2. Select the rules you need. Check the preview before applying them.
  3. Review names, reference numbers, amounts and paragraph breaks. Apply the preview or undo the last apply.
  4. Download the cleaned text or open batch mode to export multiple cleaned files together.

Clean formatting without guessing what the document meant

Start with the smallest change that solves the problem. If the words are correct but every PDF line ends early, turn on “Join wrapped lines, keep paragraphs.” The tool joins single line breaks with a space and treats blank lines as paragraph boundaries. A list without blank lines may become a paragraph, so review lists separately.

Extra spaces and blank lines are different problems. Collapsing spaces also collapses tabs, which can destroy a plain text table’s alignment. Removing blank lines makes the text more compact but removes paragraph separation. Keep those options off when the spacing carries information, as it often does in logs, code and exported tables.

A line-end hyphen can be a broken word or a real part of a name. The optional dehyphenation rule joins letters across a hyphen followed by a line break. It cannot know the writer’s intent. Check compound words and identifiers after using it. Soft hyphens have their own separate removal option; joiners used by scripts and emoji are not stripped.

Batch mode uses the selected rules on each original file independently. Preview any original in the editor before exporting. Changes typed into that editor do not alter the batch originals. The ZIP includes a settings file so you can see which transformations were applied. This is formatting cleanup, not spell correction, paraphrasing or a way to verify an OCR result against its image.

Formats, limits and privacy

  • Each file: UTF-8 TXT, up to 1 MiB and 100,000 UTF-16 code units.
  • Batch: up to 20 files, 4 MiB combined and 1 million code units combined.
  • One-step undo applies to the editor. Save the original separately for long-term recovery.

These tools process text locally. There is no draft autosave. Download important work before leaving; temporary file handoffs expire after 30 minutes.

Frequently asked questions

Does cleanup change numbers or punctuation?

Most rules only change whitespace. Optional hyphen rules remove specific hyphens. The tool does not reinterpret numbers or check their correctness; compare sensitive values with the source.

Can I upload a PDF directly?

Use OCR or text extraction first, then send the TXT result here. PDF layout, tables and image positions are not part of plain text cleanup.

Can I keep the cleaned text for another tool?

Yes. Copy, download, or continue to word counting, text comparison, page planning or Text to PDF. Continue uses temporary browser-local storage.

Continue your document workflow

Use a Continue button inside the workspace to carry your text; these links open a fresh tool.