DataToolsLab
Text Tools

Text Summarizer

Summarize long text by extracting the most representative sentences.

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What is Summarize?

An extractive summarizer: it scores sentences by content-word frequency and picks the most representative ones, in their original order.

How it works

Each sentence is scored by how many high-frequency content words it contains (normalized by length), then the top N are returned in document order.

  1. Enter your input. Type or paste your input into the field above — the tool responds instantly.
  2. Review the result. Output updates live as you type. Everything runs entirely in your browser.
  3. Copy or download. Use the Copy button to grab the result, or Download to save it as a file.

Examples

Digesting long articles

Paste a long report and get a shorter version at the compression level you pick — extractive summarization keeps the original sentences.

Common mistakes

Extractive vs abstractive summaries

This tool extracts key original sentences rather than generating new prose, so it preserves facts but not a rewritten narrative.

Frequently asked questions

How does it pick the key sentences?

It scores sentences by term frequency and position, then selects the highest-scoring ones until the target length is reached.

Can I control the length?

Yes — set a percentage or target sentence count.

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