ddsjoberg/gtsummary

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

1208 stars · 153 forks observed · 2026-08-28

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

gtsummary is an R package for creating publication-ready summary and analytic result tables from data frames and regression models. It is widely used in clinical and pharmaceutical research, producing tables from a machine-readable Analysis Results Dataset (ARD) for traceable, reproducible reporting.

Use cases

• create a Table 1 of baseline demographics for a medical journal
• summarize continuous and categorical variables with descriptive statistics
• format regression model results like logistic or Cox models into tables
• add p-values and confidence intervals to summary tables
• produce reproducible clinical trial reports in R Markdown
• combine and stack multiple summary or regression tables
• report inline statistics in reproducible documents

When to choose

• you need publication-ready statistical tables in R with sensible defaults
• you work in clinical or pharmaceutical research and need CDISC-compliant, QC-able results
• you want to summarize regression models with correct headers like Odds Ratio or Hazard Ratio automatically
• you need reproducible Table 1 output for medical journals

When to avoid

• you need interactive dashboards or charts rather than static tables
• you are not working in R
• you need highly bespoke table layouts that require full manual control from scratch

Facets

library · maturity stable

data-visualization analytics developer-tools data-science healthcare summary-tables tableone regression-models clinical-trials gt reproducible-research r-package publication-ready statistics reproducibility r

Member repositories

For agents

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