Word Frequency Calculator
Analyze word frequency distributions using type-token ratio, hapax legomena estimation, and Zipf's law frequency ranking.
Inputs
Results
Type-Token Ratio
0.1
How to Use This Calculator
- Enter or paste the text corpus to analyze.
- Set the minimum frequency threshold to filter out rare hapax legomena.
- Review the top-N word list ranked by frequency and the type-token ratio.
- Use the frequency list to identify domain-specific vocabulary for glossary development.
- Compare word frequency distributions across texts to measure register consistency.
How the result changes with Corpus Size (total words)
| Corpus Size (total words) | Type-Token Ratio |
|---|---|
| 10,000,001 | 0.0005 |
| 35,000,001 | 0.0001 |
| 65,000,000 | 0.0001 |
| 90,000,000 | 0.0001 |
What each input means
- Corpus Size (total words)
- Total number of words (tokens) in your text corpus.
- Unique Words (types)
- Number of distinct word forms (types) in the corpus.
- Target Word Frequency
- Number of times your target word appears in the corpus.
How this is calculated
Worked example, using the default values
- Identify Input ParametersCorpus Size (total words) = 50000, Unique Words (types) = 5000, Target Word Frequency = 100 = 3 input(s) provided
- Calculate Type-Token RatioType-Token Ratio0.1 = 0.1
- Calculate Estimated Hapax LegomenaEstimated Hapax Legomena2500 = 2500
- Calculate Frequency RankFrequency Rank = max(155 = 55
Engine last updated . Checked against 1 independently-derived test — how we verify calculators.
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