The gtsummary package provides an elegant and flexible way to create publication-ready summary tables in R. A critical part of the work of statisticians, data scientists, and analysts is summarizing data sets and regression models in R and publishing or sharing polished summary tables. The gtsummary package was created to streamline these everyday analysis tasks by allowing users to easily create reproducible summaries of data sets, regression models, survey data, and survival data with a simple interface and very little code. The package follows a tidy framework, making it easy to integrate with standard data workflows, and offers many table customization features through function arguments, helper functions, and custom themes.
Supplementary materials are available in addition to this article. It can be downloaded at RJ-2021-053.zip
Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".
For attribution, please cite this work as
Sjoberg, et al., "Reproducible Summary Tables with the gtsummary Package", The R Journal, 2021
BibTeX citation
@article{RJ-2021-053,
author = {Sjoberg, Daniel D. and Whiting, Karissa and Curry, Michael and Lavery, Jessica A. and Larmarange, Joseph},
title = {Reproducible Summary Tables with the gtsummary Package},
journal = {The R Journal},
year = {2021},
note = {https://doi.org/10.32614/RJ-2021-053},
doi = {10.32614/RJ-2021-053},
volume = {13},
issue = {1},
issn = {2073-4859},
pages = {570-580}
}