Generate Text N-grams

The Generate Text N-grams Tool helps you extract structured sequences of words from text by generating every possible n-word phrase. Whether you’re analyzing natural language, building predictive models, or visualizing how words appear together, this tool makes it easy to turn raw text into structured n-grams instantly.

You can input text manually or import from supported files like .txt, .csv, .json, or .html. Adjust the n-value to control the size of your n-grams, toggle punctuation stripping, normalize case, and choose whether to sort the results alphabetically. Everything runs client-side and updates live.

Total items: 0
Options
Convert to lowercase
Remove punctuation
Sort output alphabetically

How to Use:

  1. Paste or type your input text into the Input Text box, or import a file below it.
  2. Set your desired value of N (e.g., 2 for bigrams, 3 for trigrams).
  3. Use the toggles to:
    • Convert everything to lowercase
    • Remove punctuation marks
    • Sort the output alphabetically
  4. The output appears instantly in the preview box.
  5. Use the Copy Output or Export to File button to save your results.

What Generate Text N-grams Tool can do:

This tool reads your input, splits it into words, and generates all consecutive groups of n words. It supports real-time preview, clean formatting, and export. You can quickly analyze word patterns, train models, or visualize how word sequences appear in writing.

Example:

Input:

The quick brown fox jumps over the lazy dog.

N = 3

Output:

The quick brown
quick brown fox
brown fox jumps
fox jumps over
jumps over the
over the lazy
the lazy dog

Common Use Cases:

  • Natural language processing (NLP) and machine learning training
  • Text similarity and frequency analysis
  • Generating autocomplete suggestions or keyword phrases
  • Studying word pattern usage in large documents
  • Educational tools for writers and linguists

The Generate Text N-grams Tool runs fully in-browser, with no data ever uploaded or shared. It’s fast, flexible, and designed to give you clean structured data from any type of text.

Useful Tools & Suggestions:

If you want to explore more specific structures, Generate Text Trigrams builds longer patterns for more natural phrasing, while Generate Text Skip-grams lets you skip over words to capture wider contextual links. Together, they’re super useful for modeling any kind of language analysis.

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