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Martin Trenkmann edited this page Apr 15, 2023 · 6 revisions

NGRAMS logo

Search the world's largest ngram dataset.

A tool for NLP research, second language
learning, and app makers.


ngrams.dev   ·   docs.ngrams.dev


NGRAMS is a search engine and REST API for quick inquiries into the Google Books Ngram Dataset v3 — the largest publicly available source of ngram data. The service is intended for all kinds of applications related to language processing, research, teaching, and modeling.

NGRAMS has a REST API that can be used free of charge, for both commercial and non-commercial purposes.


Discussions — Here you can discuss all things about NGRAMS, ask questions, or give general feedback.

Announcements — Here we will post about updates and maintenence downtimes of the service.

Issues — Here you can post bugs and feature requests, and track the state of development.


NGRAMS is not open-source software but open for feedback and feature requests.

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