bnosac/udpipe

R package for Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing Based on the UDPipe Natural Language Processing Toolkit

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Established

This R package helps data analysts and researchers break down raw text in over 100 languages into its fundamental components. You input any raw text, and it outputs a detailed table showing each word, its base form, its grammatical role, and how words relate to each other in a sentence. This is ideal for linguists, social scientists, or anyone needing to deeply understand text structure for analysis.

221 stars.

Use this if you need to perform in-depth linguistic analysis on text data in R, such as identifying parts of speech, finding root words, or understanding sentence structure.

Not ideal if you're looking for simple keyword extraction or sentiment analysis without needing a detailed breakdown of grammar and sentence structure.

natural-language-processing linguistic-analysis text-mining computational-linguistics data-analysis
No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

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Stars

221

Forks

34

Language

C++

License

MPL-2.0

Last pushed

Mar 02, 2026

Commits (30d)

0

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