String Bigram Generator

Breaks text into every overlapping pair of adjacent characters (bigrams), one per line, a common building block for n-gram language models and text similarity measures. A free online tool from Staaarter, right in your browser.

Runs locallyUpdated 2026-07-22

Overview

Introduction

Bigram-based comparisons power fuzzy string matching and simple language models, since overlapping character pairs capture local structure that single characters miss.

It runs entirely client-side, so nothing you paste is ever uploaded to a server.

What Is String Bigram Generator?

A bigram generator that lists every overlapping pair of adjacent characters in the input, one per line, in original order.

It runs entirely client-side as part of this site's String Tools collection, so nothing you paste is ever uploaded to a server.

How String Bigram Generator Works

The input is spread into an array of Unicode code points, and each adjacent pair (index i and i+1) is joined and printed on its own line.

The transformation happens synchronously in JavaScript the moment you type, with no network round trip involved.

When To Use String Bigram Generator

Use it as a building block for bigram-based text similarity comparisons, or to inspect the character-pair structure of a string.

It's a fast way to get the answer without opening a code editor, a REPL, or writing a one-off script just to check.

Features

Advantages

  • Operates on Unicode code points, keeping multi-byte characters intact.
  • Produces overlapping bigrams, the standard convention for n-gram analysis.

Limitations

  • Requires at least 2 characters of input.
  • No deduplication; repeated bigrams appear once per occurrence.

Examples

Bigrams of a short word

Input

hello

Output

he
el
ll
lo

Four overlapping pairs are produced from the five-character word.

Best Practices & Notes

Best Practices

  • Use bigram overlap counts (comparing two texts' bigram sets) as a simple fuzzy-matching technique, like Dice's coefficient.

Developer Notes

The loop runs from index 0 to length - 2 inclusive, joining `chars[i] + chars[i + 1]` at each step, producing exactly `length - 1` overlapping bigrams for an input of `length` characters.

String Bigram Generator Use Cases

  • Building input for a bigram-based text similarity comparison
  • Preparing data for a simple character-level language model
  • Inspecting a string's character-pair structure

Common Mistakes

  • Passing single-character input, which can't form any bigram.
  • Expecting non-overlapping pairs instead of the standard overlapping convention.

Tips

  • Compare bigram sets between two strings for a simple fuzzy-matching similarity score.

References

Frequently Asked Questions