juliasilge/tidy-text-mining resource

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1376 stars · 803 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The open-source manuscript of the book 'Text Mining with R: A Tidy Approach' by Julia Silge and David Robinson, written in bookdown/TeX. It teaches text mining and natural language processing in R using tidyverse tools.

Use cases

• learn text mining in R
• tidy text analysis tutorial
• sentiment analysis with tidytext
• topic modeling with R
• n-gram and tf-idf analysis in R
• free book on text mining with tidyverse

When to choose

• you want to learn text mining using R and the tidyverse
• you need a free, well-regarded reference for tidytext workflows
• you are teaching or self-studying NLP basics in R

When to avoid

• you need a production NLP library rather than learning material
• you work primarily in Python or another language
• you need commercial-use licensed content (CC-BY-NC-SA)

Facets

learning-resource · maturity stable

nlp data-science documentation data-science tutorials python r tidyverse bookdown text-mining book natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="juliasilge/tidy-text-mining")