Package: ggstatsplot 1.1.3.9000

Indrajeet Patil

ggstatsplot: 'ggplot2' Based Plots with Statistical Details

Extension of 'ggplot2', 'ggstatsplot' creates graphics with details from statistical tests included in the plots themselves. It provides an easier syntax to generate information-rich plots for statistical analysis of continuous (violin plots, scatterplots, histograms, dot plots, dot-and-whisker plots) or categorical (pie and bar charts) data. Currently, it supports the most common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian versions of t-test/ANOVA, correlation analyses, contingency table analysis, meta-analysis, and regression analyses. References: Patil (2021) <doi:10.21105/joss.03167>.

Authors:Indrajeet Patil [cre, aut, cph]

ggstatsplot_1.1.3.9000.tar.gz
ggstatsplot_1.1.2.9000.zip(r-4.7-any)ggstatsplot_1.1.2.9000.zip(r-4.6-any)ggstatsplot_1.1.2.9000.zip(r-4.5-any)
ggstatsplot_1.1.2.9000.tgz(r-4.6-any)ggstatsplot_1.1.2.9000.tgz(r-4.5-any)
ggstatsplot_1.1.2.9000.tar.gz(r-4.7-any)ggstatsplot_1.1.3.9000.tar.gz(r-4.6-any)
ggstatsplot_1.1.3.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ggstatsplot/json (API)

# Install 'ggstatsplot' in R:
install.packages('ggstatsplot', repos = c('https://ar-puuk.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/indrajeetpatil/ggstatsplot/issues

Pkgdown/docs site:https://www.indrapatil.com

Datasets:

On CRAN:

Conda:

bayes-factorsdatasciencedatavizeffect-sizeggplot-extensionhypothesis-testingnon-parametric-statisticsregression-modelsstatistical-analysis

15.18 score 2.2k stars 4 packages 3.8k scripts 7.0k downloads 82 mentions 22 exports 114 dependencies

Last updated from:8d8e92892d. Checks:7 FAIL, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-develFAIL186
source / vignettesOK614
linux-releaseFAIL380
macos-releaseFAIL87
macos-oldrelFAIL95
windows-develFAIL82
windows-releaseFAIL173
windows-oldrelFAIL63
wasm-releaseOK226

Exports:combine_plotsextract_captionextract_statsextract_subtitleggbarstatsggbetweenstatsggcoefstatsggcorrmatggdotplotstatsgghistostatsggpiestatsggscatterstatsggwithinstatsgrouped_ggbarstatsgrouped_ggbetweenstatsgrouped_ggcorrmatgrouped_ggdotplotstatsgrouped_gghistostatsgrouped_ggpiestatsgrouped_ggscatterstatsgrouped_ggwithinstatstheme_ggstatsplot

Dependencies:abindafexbackportsBayesFactorbayestestRbootbroomBWStestcachemcarcarDataclicodacolorspacecontfraccorrelationcowplotcpp11datawizardDerivdescdeSolvedoBydplyreffectsizeellipticfarverfastmapforcatsforecastFormulafracdiffgenericsggcorrplotggplot2ggrepelggsideggsignifgluegmpgtablehypergeoinsightisobandkSampleslabelinglatticelifecyclelme4lmerTestlmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvminqamodelrmultcompViewmvtnormnlmenloptrnnetnumDerivpaletteerparameterspatchworkpbapplypbkrtestperformancepillarpkgconfigplyrPMCMRplusprismaticpurrrquantregQuickJSRR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreformulasrematch2reshapereshape2rlangRmpfrrstantoolsrstudioapiS7scalesSparseMstatsExpressionsstringistringrSuppDistssurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrWRS2zoo

Visualizations with statistical details: The 'ggstatsplot' approach
Summary | Statement of Need | Benefits | Future Scope | Learn More | Licensing and Availability | Acknowledgements | Citation | References
Rendered fromggstatsplot.Rmdusingknitr::rmarkdown

Last update: 2026-10-18
Started: 2022-02-05

Additional vignettes
Publication | Presentation | Statistical backend of | Suggestions
Rendered fromadditional.Rmdusingknitr::rmarkdown

Last update: 2026-10-09
Started: 2018-10-08

Readme and manuals

Help Manual

Help pageTopics
Tidy version of the "Bugs" datasetbugs_long
Combining and arranging multiple plots in a gridcombine_plots
Extracting data frames or expressions from '{ggstatsplot}' plotsextract_caption extract_stats extract_subtitle
Stacked bar charts with statistical testsggbarstats
Box/Violin plots for between-subjects comparisonsggbetweenstats
Dot-and-whisker plots for regression analysesggcoefstats
Visualization of a correlation matrixggcorrmat
Dot plot/chart for labeled numeric dataggdotplotstats
Histogram for distribution of a numeric variablegghistostats
Pie charts with statistical testsggpiestats
Scatterplot with marginal distributions and statistical resultsggscatterstats
Box/Violin plots for repeated measures comparisonsggwithinstats
Grouped bar charts with statistical testsgrouped_ggbarstats
Grouped box/violin plots for between-subjects comparisonsgrouped_ggbetweenstats
Grouped visualizations of correlation matricesgrouped_ggcorrmat
Grouped dot plots/charts for labeled numeric datagrouped_ggdotplotstats
Grouped histograms for distribution of a numeric variablegrouped_gghistostats
Grouped pie charts with statistical testsgrouped_ggpiestats
Grouped scatterplots with marginal distributions and statistical resultsgrouped_ggscatterstats
Grouped box/violin plots for repeated measures comparisonsgrouped_ggwithinstats
Edgar Anderson's Iris Data in long formatiris_long
Movie information and user ratings from IMDB.com (long format)movies_long
Default theme used in '{ggstatsplot}'theme_ggstatsplot
Titanic datasetTitanic_full