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gtsummary  

Presentation-Ready Data Summary and Analytic Result Tables
View on CRAN: Click here


Download and install gtsummary package within the R console
Install from CRAN:
install.packages("gtsummary")

Install from Github:
library("remotes")
install_github("cran/gtsummary")

Install by package version:
library("remotes")
install_version("gtsummary", "2.5.0")



Attach the package and use:
library("gtsummary")
Maintained by
Daniel D. Sjoberg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-10
Latest Update: 2025-07-03
Description:
Creates presentation-ready tables summarizing data sets, regression models, and more. The code to create the tables is concise and highly customizable. Data frames can be summarized with any function, e.g. mean(), median(), even user-written functions. Regression models are summarized and include the reference rows for categorical variables. Common regression models, such as logistic regression and Cox proportional hazards regression, are automatically identified and the tables are pre-filled with appropriate column headers.
How to cite:
Daniel D. Sjoberg (2019). gtsummary: Presentation-Ready Data Summary and Analytic Result Tables. R package version 2.5.0, https://cran.r-project.org/web/packages/gtsummary. Accessed 12 Mar. 2026.
Previous versions and publish date:
0.1.0 (2019-05-10 17:10), 1.2.0 (2019-08-19 13:10), 1.2.1 (2019-08-20 23:20), 1.2.2 (2019-11-10 12:20), 1.2.3 (2019-11-12 12:40), 1.2.4 (2019-12-17 01:20), 1.2.5 (2020-02-12 01:00), 1.2.6 (2020-02-13 15:40), 1.3.0 (2020-04-17 10:00), 1.3.1 (2020-06-03 01:30), 1.3.2 (2020-06-14 06:50), 1.3.3 (2020-08-11 20:20), 1.3.4 (2020-08-27 20:30), 1.3.5 (2020-09-29 23:00), 1.3.6 (2021-01-08 21:40), 1.3.7 (2021-02-26 12:00), 1.4.0 (2021-04-13 23:20), 1.4.1 (2021-05-19 06:20), 1.4.2 (2021-07-13 15:40), 1.5.0 (2021-10-16 16:00), 1.5.1 (2022-01-21 01:22), 1.5.2 (2022-01-29 21:50), 1.6.0 (2022-04-26 01:50), 1.6.1 (2022-06-22 09:40), 1.6.2 (2022-09-30 16:10), 1.6.3 (2022-12-06 22:40), 1.7.0 (2023-01-13 09:50), 1.7.1 (2023-04-27 22:30), 1.7.2 (2023-07-15 23:10), 2.0.0 (2024-07-23 14:00), 2.0.1 (2024-08-18 02:10), 2.0.2 (2024-09-05 23:20), 2.0.3 (2024-10-04 21:30), 2.0.4 (2024-11-30 19:40), 2.1.0 (2025-02-20 00:30), 2.2.0 (2025-04-14 12:30), 2.3.0 (2025-07-03 19:50), 2.4.0 (2025-08-28 06:50)
Other packages that cited gtsummary R package
View gtsummary citation profile
Other R packages that gtsummary depends, imports, suggests or enhances
Complete documentation for gtsummary
Functions, R codes and Examples using the gtsummary R package
Some associated functions: add_ci . add_difference . add_glance . add_global_p . add_n . add_n.tbl_summary . add_n.tbl_survfit . add_n_regression . add_nevent . add_nevent.tbl_survfit . add_nevent_regression . add_overall . add_p . add_p.tbl_continuous . add_p.tbl_cross . add_p.tbl_summary . add_p.tbl_survfit . add_p.tbl_svysummary . add_q . add_significance_stars . add_stat . add_stat_label . add_vif . as_flex_table . as_gt . as_hux_table . as_kable . as_kable_extra . as_tibble.gtsummary . bold_italicize_labels_levels . bold_p . combine_terms . continuous_summary . custom_tidiers . deprecated . dot-create_gtsummary_object . dot-table_styling_expr_to_row_number . gtsummary-package . inline_text.gtsummary . inline_text . inline_text.tbl_cross . inline_text.tbl_regression . inline_text.tbl_summary . inline_text.tbl_survfit . inline_text.tbl_survival . inline_text.tbl_uvregression . kableExtra_utils . modify . modify_column_alignment . modify_column_hide . modify_column_indent . modify_column_merge . modify_fmt_fun . modify_table_body . modify_table_header . modify_table_styling . plot . print_gtsummary . proportion_summary . ratio_summary . reexports . remove_row_type . select_helpers . separate_p_footnotes . set_gtsummary_theme . sort_filter_p . style_number . style_percent . style_pvalue . style_ratio . style_sigfig . syntax . tbl_butcher . tbl_continuous . tbl_cross . tbl_custom_summary . tbl_merge . tbl_regression . tbl_regression_methods . tbl_split . tbl_stack . tbl_strata . tbl_summary . tbl_survfit . tbl_survfit_errors . tbl_survival . tbl_svysummary . tbl_uvregression . tests . theme_gtsummary . tidy_plus_plus_dots . trial . 
Some associated R codes: aaa.R . add_ci.R . add_difference.R . add_glance.R . add_global_p.R . add_n.R . add_nevent.R . add_overall.R . add_p.R . add_q.R . add_significance_stars.R . add_stat.R . add_stat_label.R . add_vif.R . as_flex_table.R . as_gt.R . as_hux_table.R . as_kable.R . as_kable_extra.R . as_tibble.R . assert_package.R . bold_italicise_labels_levels.R . bold_p.R . combine_terms.R . custom_tidiers.R . data.R . deprecated.R . gtsummary-package.R . inline_text.R . modify.R . modify_column_alignment.R . modify_column_hide.R . modify_column_indent.R . modify_column_merge.R . modify_fmt_fun.R . modify_table_body.R . modify_table_header.R . modify_table_styling.R . plot.R . print.R . reexport.R . remove_row_type.R . select_helpers.R . separate_p_footnotes.R . set_gtsummary_theme.R . sort_filter_p.R . style_number.R . style_percent.R . style_pvalue.R . style_ratio.R . style_sigfig.R . syntax.R . tbl_butcher.R . tbl_continuous.R . tbl_cross.R . tbl_custom_summary.R . tbl_merge.R . tbl_regression.R . tbl_regression_methods.R . tbl_split.R . tbl_stack.R . tbl_strata.R . tbl_summary.R . tbl_survfit.R . tbl_survfit_errors.R . tbl_survival.R . tbl_svysummary.R . tbl_uvregression.R . tests.R . theme_gtsummary.R . tidy_plus_plus_dots.R . utils-add_p.R . utils-add_p_tests.R . utils-as.R . utils-gtsummary_core.R . utils-man_images.R . utils-misc.R . utils-tbl_custom_summary.R . utils-tbl_regression.R . utils-tbl_summary.R . zzz.R .  Full gtsummary package functions and examples
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