ngrams-dev/general
NGRAMS is a search engine for the Google Books Ngram Dataset. This repository contains documentation, discussions, announcements, and issues.
NGRAMS helps you quickly explore word usage and frequency trends across millions of books published over centuries. You input words or phrases, and it shows you how often they appeared over time. This tool is ideal for linguists, historians, lexicographers, or anyone studying language evolution and cultural trends.
Use this if you need to research the historical frequency of words or phrases, analyze linguistic patterns, or inform your language-related applications.
Not ideal if you require real-time data or need to analyze text outside of the Google Books corpus, as the service will be shut down in June 2026.
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Dec 31, 2025
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