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broom

Convert Statistical Objects into Tidy Tibbles

v1.0.12 · Jan 26, 2026 · MIT + file LICENSE
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Description

Summarizes key information about statistical objects in tidy tibbles. This makes it easy to report results, create plots and consistently work with large numbers of models at once. Broom provides three verbs that each provide different types of information about a model. tidy() summarizes information about model components such as coefficients of a regression. glance() reports information about an entire model, such as goodness of fit measures like AIC and BIC. augment() adds information about individual observations to a dataset, such as fitted values or influence measures.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (316)

depends

NumericEnsembles heplots

imports

ACDm AgroReg AovBay AquaticLifeHistory AssumpSure BioTIMEr CR2 CimpleG CoDaLoMic CohortSurvival ComBatFamQC DAGassist DirectEffects DynNom ERSA EpiForsk EstimateBreed FinanceGraphs FluxSeparator Greg HDStIM ISCA JSmediation LSTbook LipidomicsR MAICtools MF.beta4 MLMusingR MagmaClustR MetricGraph NetworkExtinction OLStrajr PHEindicatormethods POV PhenoSpectra PopComm R2MLwiN RCT RHRV RKorAPClient Rbearcat RobinCar SemNeT SpatialRDD SynDI TSS.RESTREND TidyDensity TrialEmulation aggTrees ale allestimates apaTables autoReg autocogs autostats batchtma beezdemand beezdiscounting bonsaiforest breathtestcore bregr broom.helpers broom.mixed bumbl catfun cdom chest cicalc clinpubr codaredistlm conText conjoint convergEU crane currr dcurves deltatest dentomedical describedata did2s doBy easynem echarts4r edwards97 eoffice equatiomatic expertsurv export eyetrackingR fastml finalfit fixes flexCountReg fluxfinder fluxible forestmangr forestmodel funneljoin gRain gWQS geepack germinationmetrics ggFishPlots gglm ggsurvfit glmmfields glmtoolbox gompertztrunc gtregression healthyR.ai highcharter imputeREE infer insane interactions itraxR jtools junco knfi konfound lactater lcsm lin.eval lisat mKBO metamorphr mice microbial mmiCATs mmibain modelr moderndive mudfold multibias multifear multifunc mverse nbTransmission nestedLogit netSEM nrba oceanic omicwas omu papaja pbkrtest pixiedust plotor priorityelasticnet pubrplot pwr2ppl qPCRtools qcpm rSPDE radiant.data radiant.model rdss regress3d regressinator rifttable risks rmlnomogram robomit rosario rstatix scpoisson sdcLog simglm simts skedastic smdi specr spqdep sqlm ssutil stabiliser statsr survParamSim survminer survstan swaprinc sweep teal.modules.clinical temperatureresponse tern theftdlc tidyAML tidycmprsk tidyfit tidymodels tidyrstats tidyverse tikatuwq tradepolicy valr volker weird whippr widyr wrappedtools

suggests

Amelia DeclareDesign GGally KMunicate MSEtool ModStatR NMAR NetCoupler OlinkAnalyze RBesT SAMprior TOSTER WeightIt agriReg agridat amt archetyper arsenal autoimage capybara cardx crmPack crossmap csdata discord dotwhisker dplyr ethnobotanyR etwfe explainer faux fivethirtyeight flexsurv flextable fonctionr forrest ggbiplot ggdist ggeffects ggforestplotR ggformula ggplot2 ggpmisc ggstats glmmTMB goldfish gravity groupdata2 gtsummary guideR hbal healthyR huxtable industRial insight jlmerclusterperm kayadata lineagefreq logitr lspline lterdatasampler lucid macleish marginaleffects mhurdle mitey mixpoissonreg mmrm modelsummary mosaic multiverse mxfda nls.multstart offsetreg openintro pammtools parameters photosynthesis plotly pubh public.ctn0094data qgcomp rTPC rar rcausim rempsyc rsample rtables sfdep siera simTool simhelpers sitrep sparklyr statuser sumExtras svytest tabstats tern.mmrm texreg tibbletime tidybayes tidycat tidychangepoint tidypopgen tidyquant tidytext timetk tinytable tipr traumar tsDyn utile.visuals whitewater

Dependency Network

Dependencies Reverse dependencies backports cli dplyr generics glue lifecycle purrr rlang stringr tibble tidyr NumericEnsembles heplots ACDm AgroReg AovBay AquaticLifeHistory AssumpSure BioTIMEr CR2 CimpleG CoDaLoMic CohortSurvival ComBatFamQC DAGassist DirectEffects +301 more reverse deps broom

Version History

new 1.0.12 Mar 10, 2026
updated 1.0.12 ← 1.0.11 diff Jan 26, 2026
updated 1.0.11 ← 1.0.10 diff Dec 3, 2025
updated 1.0.10 ← 1.0.9 diff Sep 12, 2025
updated 1.0.9 ← 1.0.8 diff Jul 27, 2025
updated 1.0.8 ← 1.0.7 diff Mar 27, 2025
updated 1.0.7 ← 1.0.6 diff Sep 25, 2024
updated 1.0.6 ← 1.0.5 diff May 16, 2024
updated 1.0.5 ← 1.0.4 diff Jun 9, 2023
updated 1.0.4 ← 1.0.3 diff Mar 10, 2023
updated 1.0.3 ← 1.0.2 diff Jan 24, 2023
updated 1.0.2 ← 1.0.1 diff Dec 14, 2022
updated 1.0.1 ← 1.0.0 diff Aug 28, 2022
updated 1.0.0 ← 0.8.0 diff Jun 30, 2022
updated 0.8.0 ← 0.7.12 diff Apr 12, 2022
updated 0.7.12 ← 0.7.11 diff Jan 28, 2022
updated 0.7.11 ← 0.7.10 diff Jan 2, 2022
updated 0.7.10 ← 0.7.9 diff Oct 30, 2021
updated 0.7.9 ← 0.7.8 diff Jul 26, 2021
updated 0.7.8 ← 0.7.7 diff Jun 23, 2021