Erase Words from Text

Redact sensitive information with masking.

Words to Erase

Preserve Length: Match exact word length (secret→******) vs fixed length

Statistics

Total
2
Words
2
Before
54
After
54
Erasures by Word
secret1231x
john@example.com1x

Redact Sensitive Information with Custom Mask Characters

Need to share a document but hide passwords, emails, or personal names? Want to create study materials where answers are masked but sentence structure remains? The Erase Words from Text tool performs professional text redaction, replacing sensitive words with mask characters (like ********) instead of deleting them. This preserves document structure while protecting privacy.

Unlike removal tools that delete words and close gaps, erasure maintains sentence length and flow—readers know something was redacted but can't see the original content. Customize your mask character (asterisks, dashes, underscores, or any symbol), choose whether to preserve exact word lengths, and get detailed statistics showing exactly what was masked. Perfect for GDPR compliance, legal document redaction, and security.

Why Use Text Redaction?

  • Privacy compliance: Mask PII, SSNs, and confidential data for GDPR/legal requirements.
  • Structure preservation: Maintain sentence length and document flow unlike deletion.
  • Custom masking: Choose *, -, _, or any character for your redaction symbol.
  • Detailed tracking: See per-word erasure counts to verify all sensitive data was masked.

Features

Custom Mask Character

Choose *, -, _, █, or any symbol for redaction masking.

Preserve Original Length

Match exact word length (password→********) or use fixed length.

Whole Words Mode

Erase complete words or enable substring matching for partial masking.

Detailed Statistics

Total erasures, unique words masked, and per-word counts.

File Upload & Download

Process .txt and .md files. Download redacted documents instantly.

Bulk Erasure

Mask unlimited words/phrases simultaneously with comma/newline input.

Common Use Cases

GDPR & Privacy Compliance

Redact Personally Identifiable Information (PII) like names, emails, SSNs, addresses, or phone numbers before sharing documents externally, with third parties, or for legal compliance. Maintain document structure while protecting individual privacy.

Legal Document Redaction

Hide confidential client information, case numbers, sensitive evidence, witness names, or privileged communications in court filings, discovery documents, or public records. Preserves pagination and sentence flow required for legal contexts.

Security & Credential Protection

Mask passwords, API keys, access tokens, or credentials from documentation, logs, screenshots, or support tickets before sharing with external teams. Prevent accidental exposure of sensitive authentication data in public repositories or knowledge bases.

Content Moderation & Education

Censor profanity or inappropriate content while maintaining sentence structure for context. Create educational materials, study guides, or practice tests where answers are masked but question structure remains visible for self-testing.

Examples

Example 1: PII Redaction (Preserve Length ON)
Original:
Contact John at john@email.com or call 555-1234
Erase: John, john@email.com, 555-1234 | Mask: *
Redacted:
Contact **** at **************** or call ********
Example 2: Custom Mask Character
Original:
My password is secret123
Erase: secret123 | Mask: █
Redacted:
My password is █████████
(Complete opacity!)

How to Use

  1. Enter Text: Paste your document or upload a .txt/.md file.
  2. List Sensitive Words: Enter words/phrases to erase (comma or newline separated).
  3. Choose Mask Character: Select *, -, _, or any symbol (default: *).
  4. Configure Options: Enable Preserve Length (matches exact word length) or Whole Words if needed.
  5. Review Output: Check redacted text and verify statistics match expectations.
  6. Export: Copy or download the redacted document.

Frequently Asked Questions

How is erasing different from removing words?

Erase (Redaction) replaces words with mask characters (e.g., 'password'→'********'), preserving document structure and sentence length. Remove (Deletion) completely deletes words and closes gaps ('password removed'→'removed'). Use erase when: (1) You want readers to know something was redacted (legal/privacy compliance), (2) Preserving sentence structure matters (forms, templates), (3) Creating study materials where answers are hidden but placeholders remain. Use remove when you want seamless text without gaps or visual indication of deletion.

What does Preserve Original Length do?

Preserve Original Length ON (default): Mask matches the exact length of each found word. 'password'→'' (8 chars), 'secret'→'' (6 chars). Preserve Original Length OFF: All matches get the same mask length equal to the word you're erasing. 'password' and 'PASSWORD' both→'******' (8 asterisks, matching 'password' length in your erase list). Use ON for: Varied word lengths, preventing length-based deductions, accurate visual density. Use OFF for: Uniform masking regardless of actual text, simpler appearance, when all instances should look identical.

Can I use different mask characters?

Yes! The tool supports any single character as a mask. Common options: Asterisk (*): Default, universally recognized redaction symbol. Dash (-): Cleaner look, less aggressive than asterisks. Underscore (_): Maintains word gaps, good for forms. Hash (#): Technical documents, coding contexts. Black square (█): Maximum opacity, complete visual block. Letters (X): Less formal, educational materials. Simply type your chosen character in the 'Mask Character' field. For complete opacity in PDFs, use █. For readability, use * or -.

What statistics does the tool provide?

The statistics panel shows 4 key metrics: Total: Total number of erasures made (how many word instances were masked). Words: Number of unique words from your erase list that were found and masked. Before: Character count in original text. After: Character count in redacted text (typically same if preserve length is ON). Additionally, you get per-word erasure counts: see exactly how many times each word was masked. Example: Erased 'password' 5x, 'email' 3x, 'SSN' 2x = 10 total erasures, 3 unique words masked. Helps verify all sensitive terms were caught.

When should I use Whole Words Only?

Use Whole Words Only OFF (default for erasure) when: You want substring matching—erase 'pass' within 'password', 'bypass', 'compass'. Redacting partial data like account numbers, IDs, or codes that might appear within larger strings. Censoring profanity that might have character substitutions (e.g., 'a$$' within 'ba$$'). Use Whole Words Only ON when: Erasing complete words like names, job titles, or common terms. Avoiding false positives—don't mask 'cat' in 'catalog' or 'scatter'. Precise redaction of exact terms only at word boundaries.

What are common use cases?

GDPR/Privacy Compliance: Redact PII (names, emails, SSNs, addresses) before sharing documents externally or with third parties. Legal Document Redaction: Hide confidential client information, case numbers, or sensitive evidence in court filings. Dataset Anonymization: Mask identifying information in research data, user feedback, or survey responses. Security: Hide passwords, API keys, tokens, or credentials from logs, documentation, or screenshots. Content Moderation: Censor profanity or inappropriate terms while maintaining sentence structure. Educational Materials: Create study guides where answers are masked but questions remain visible.

Can I erase multiple words at once?

Yes! Enter unlimited words/phrases to erase, separated by commas or newlines. Examples: 'John Smith, john@email.com, 555-1234' (comma-separated) or list each on a new line. The tool processes all terms simultaneously, masking every occurrence. Perfect for bulk PII redaction (list of employee names), comprehensive profanity filtering (entire blocklist), or multi-field anonymization (names + emails + phone numbers). Each word is tracked separately in the statistics panel, showing individual erasure counts for audit purposes.

Does it work with phrases or just single words?

Works with both! Erase single words ('password') or multi-word phrases ('Social Security Number', 'John Q. Public', 'Account Number: 12345'). Useful for: Redacting full names (first + last), removing complete addresses ('123 Main Street, Anytown'), masking labeled data fields ('SSN: xxx-xx-xxxx'→'SSN: ***********'), hiding email addresses ('contact@company.com'→'*******************'), censoring complete offensive phrases. The preserve length option maintains original spacing within phrases, so 'Top Secret' becomes '*** ******' (gaps preserved).

Can I preview what will be erased before applying?

The tool provides real-time preview—as you type words to erase, the output panel instantly shows the masked result. This IS the preview. To verify before finalizing: (1) Review the statistics panel to check total erasures matches expectations, (2) Scan the output for remaining sensitive information (ensure nothing was missed), (3) Check per-word erasure counts to verify each term was found, (4) Test on a sample paragraph first before processing full document. The character counts (before/after) help verify preserve length worked correctly. Always review output before sharing redacted documents.

Is my sensitive text data private?

100% private. All text redaction happens entirely in your browser using JavaScript. Your sensitive text never leaves your device, isn't uploaded to servers, isn't logged, and isn't stored anywhere. Even file uploads are processed locally—no network transmission. Check your browser's Network tab to verify zero data sent. This is CRITICAL for processing: Legal documents with client PII, HR files with employee SSNs, financial documents with account numbers, medical records with patient information, internal communications with proprietary data, or any content requiring absolute confidentiality before applying redaction masks.