Research + corpus-building uses. Benchmarks don’t count.
The drawers
A tool can be filed in more than one drawer
DRAWER III
Text Analysis
Reading at scale: word frequencies, topic models, entity extraction.
Guide cards
Counts research and corpus-building uses in the window, plus “I’m using this now” check-ins. Benchmarks don’t count.
tool · No. 050
Voyant Tools
Browser-based reading environment: paste in texts and get word frequencies, trends, keywords in context and visualisations. A common first step into text analysis.
At a glance
Maker
Stéfan Sinclair and Geoffrey Rockwell
Released
c. 2003
Licence
Open source (GPL-3)
Cost
Free
Runs
Web browser; local server for private texts
Skill
No code
Historian’s notes
Where your sources goCorpora on the public site can be opened by anyone with the link. Use the local version for sensitive material.
How it’s been testedReviewed in Language Learning & Technology (2021); tested on historical Japanese texts (Digital Orientalist, 2021).
Known problems on historical sourcesWord splitting struggles with historical and non-English scripts. Frequency is only a rough proxy for meaning.
Nobody has said they’re using it in 2026 yet.
“I’m using this now” asks you to sign in with ORCID.
One count per person per year; it adds to Trending, and names are never shown.