Deterministic text rules are applied while preserving Unicode, line, and word boundaries.
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Text & NLP
Word Frequency & N-gram Analyzer
Uses Intl.Segmenter for locale-aware word segmentation, counts one- to three-word n-grams, and reports proportions. Results do not establish topic, meaning, quality, or keyword ranking.
✓ Free✓ No account✓ In-browser
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What does this tool do?
Find frequent words, bigrams, and trigrams locally.
APPLICATION AND DECISION GUIDE
Word Frequency & N-gram Analyzer: method and usage
Uses Intl.Segmenter for locale-aware word segmentation, counts one- to three-word n-grams, and reports proportions. Results do not establish topic, meaning, quality, or keyword ranking.
plain text to edit or compare while preserving its purpose and target language Confirm the shape first with a small example containing no personal data.
edited text, a change summary, and measurable language or structure indicators
Practical steps
- Paste representative text and choose n-gram size.
- Run frequency analysis and inspect sample size.
- Interpret counts together with context and real user intent.
a before-and-after comparison of meaning-changing sentences, proper names, numbers, punctuation, and multilingual characters
Language, meaning, and context still require final human review.
Suitable use cases
- Finding content repetition
- First-pass feedback analysis
- Checking terminology consistency
LEARN THE WORKFLOW
Guides for this tool
Preventing Hidden Errors in Text and Everyday Calculations
Use Unicode, deduplication, n-gram, percentage, tax, duration, and randomization tools audibly.
Read guide →Reviewing Inclusive Language, Tone Consistency, and Headline Quality
Turn rule-based flags into human review grounded in context, audience, and concrete promises.
Read guide →ABOUT THIS TOOL
Frequently asked questions
What input does Word Frequency & N-gram Analyzer accept?+
plain text to edit or compare while preserving its purpose and target language Paste representative text and choose n-gram size.
What does Word Frequency & N-gram Analyzer return?+
edited text, a change summary, and measurable language or structure indicators Deterministic text rules are applied while preserving Unicode, line, and word boundaries.
How should I validate Word Frequency & N-gram Analyzer output?+
a before-and-after comparison of meaning-changing sentences, proper names, numbers, punctuation, and multilingual characters
Does Word Frequency & N-gram Analyzer send or store input on a server?+
Tool input is processed in the active tab. Saving to the Workstation or transferring to another tool is a separate choice. Consider browser extensions and shared devices separately; the privacy page explains advertising and network connections.