ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics

A system for 'declaratively' creating graphics, based on "The Grammar of Graphics". You provide the data, tell 'ggplot2' how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details.

Version: 3.3.6
Depends: R (≥ 3.3)
Imports: digest, glue, grDevices, grid, gtable (≥ 0.1.1), isoband, MASS, mgcv, rlang (≥ 0.4.10), scales (≥ 0.5.0), stats, tibble, withr (≥ 2.0.0)
Suggests: covr, ragg, dplyr, ggplot2movies, hexbin, Hmisc, interp, knitr, lattice, mapproj, maps, maptools, multcomp, munsell, nlme, profvis, quantreg, RColorBrewer, rgeos, rmarkdown, rpart, sf (≥ 0.7-3), svglite (≥ 1.2.0.9001), testthat (≥ 2.1.0), vdiffr (≥ 1.0.0), xml2
Enhances: sp
Published: 2022-05-03
Author: Hadley Wickham ORCID iD [aut], Winston Chang ORCID iD [aut], Lionel Henry [aut], Thomas Lin Pedersen ORCID iD [aut, cre], Kohske Takahashi [aut], Claus Wilke ORCID iD [aut], Kara Woo ORCID iD [aut], Hiroaki Yutani ORCID iD [aut], Dewey Dunnington ORCID iD [aut], RStudio [cph, fnd]
Maintainer: Thomas Lin Pedersen <thomas.pedersen at rstudio.com>
BugReports: https://github.com/tidyverse/ggplot2/issues
License: MIT + file LICENSE
URL: https://ggplot2.tidyverse.org, https://github.com/tidyverse/ggplot2
NeedsCompilation: no
Citation: ggplot2 citation info
Materials: README NEWS
In views: Spatial, TeachingStatistics
CRAN checks: ggplot2 results

Documentation:

Reference manual: ggplot2.pdf
Vignettes: Extending ggplot2
Using ggplot2 in packages
Aesthetic specifications

Downloads:

Package source: ggplot2_3.3.6.tar.gz
Windows binaries: r-devel: ggplot2_3.3.6.zip, r-release: ggplot2_3.3.6.zip, r-oldrel: ggplot2_3.3.6.zip
macOS binaries: r-release (arm64): ggplot2_3.3.6.tgz, r-oldrel (arm64): ggplot2_3.3.6.tgz, r-release (x86_64): ggplot2_3.3.6.tgz, r-oldrel (x86_64): ggplot2_3.3.6.tgz
Old sources: ggplot2 archive

Reverse dependencies:

Reverse depends: accessrmd, ACDC, AFheritability, afmToolkit, alakazam, alookr, AmpliconDuo, Anaquin, AneuFinder, apisensr, applicable, bacon, BasketballAnalyzeR, bayesDP, bayesnec, bde, BDMMAcorrect, bhm, biclustermd, bmscstan, bootnet, bpcp, braidReports, bunching, caret, CellNOptR, centralplot, ceterisParibus, cfda, changepoint.geo, CHETAH, ChIPQC, chromstaR, cjoint, classifierplots, climwin, clustEff, clustrd, CNVrd2, CNVScope, coefplot, cogena, cohorttools, corkscrew, CoSMoS, CRABS, CrispRVariants, crmPack, Crossover, CRTgeeDR, cummeRbund, curatedBreastData, cystiSim, cytofan, dae, DaMiRseq, dampack, DanielBiostatistics10th, dartR, DCEtool, decompTumor2Sig, DeconRNASeq, Deducer, deltaGseg, DendroSync, DepthProc, DEqMS, DHBins, diathor, diffEnrich, diffeR, dittoSeq, DoTC, dotwhisker, dowser, dslice, dtwSat, dvqcc, dynr, Eagle, eeptools, egg, EnhancedVolcano, EnsCat, EpiCurve, epihet, episensr, erccdashboard, EventStudy, extraChIPs, FactoClass, factoextra, Factoshiny, fbroc, FisherEM, flippant, forestmodel, freqparcoord, frequency, func2vis, funcharts, funLBM, gamblers.ruin.gameplay, gamlss.ggplots, gapfill, gapmap, garma, GARS, gcerisk, gde, GENEAsphere, geneHapR, GenericML, genlogis, genomeplot, GenomicOZone, geomtextpath, GerminaR, gespeR, ggallin, ggalluvial, GGally, ggalt, gganimate, ggbeeswarm, ggbio, ggbuildr, ggcharts, ggcorrplot, ggcyto, ggDCA, ggdemetra, ggdensity, ggedit, ggESDA, ggetho, ggfocus, ggforce, ggformula, ggfortify, ggghost, gggibbous, gggrid, ggh4x, gghalves, ggheatmap, gghighlight, ggHoriPlot, ggimage, gginnards, ggip, gglorenz, ggmanh, ggmap, ggmatplot, ggmcmc, ggmosaic, ggmulti, ggnetwork, ggOceanMaps, ggpackets, ggparallel, ggparty, ggpointless, ggpol, ggpolar, ggpolypath, ggpp, ggpubr, ggraph, ggraptR, ggrepel, ggseas, ggside, ggsn, ggspavis, ggspectra, ggsurvey, ggswissmaps, ggtern, ggTimeSeries, ggvenn, ggvoronoi, ggwordcloud, GlarmaVarSel, glmm.hp, glow, GOplot, gpmap, grafify, granovaGG, GRENITS, GSCA, gsDesign, gstar, Guitar, GWAS.BAYES, h5vc, HCmodelSets, HEDA, HelpersMG, HiLDA, Hmisc, HRM, huito, hyperSpec, iarm, iBMQ, iCARH, iCellR, ICtest, idm, ifaTools, IMAS, immunarch, infinitefactor, InSilicoVA, interplot, inti, intSDM, invacost, ioanalysis, IPDfromKM, IsoformSwitchAnalyzeR, itemanalysis, iteremoval, itraxR, IVAS, kayadata, LabApplStat, LambertW, lavaSearch2, lcc, likert, LinkHD, LinTInd, llbayesireg, localgauss, logihist, longRPart2, loon.ggplot, lsbclust, malariaAtlas, maser, mccf1, MCMC.OTU, MCMC.qpcr, mcprofile, metacart, metaforest, metapone, methimpute, methylumi, mgcViz, mhtboot, miaViz, microbiome, MicroNiche, MIMOSA, MinEDfind, MineICA, mirTarRnaSeq, missRows, MIXFIM, mixKernel, mixOmics, MixOptim, MLSeq, mlxR, mnreadR, modelROC, monocle, MortalityTables, motoRneuron, mrfDepth, MultiGlarmaVarSel, multilevelPSA, MultisiteMediation, NanoMethViz, NanoStringNCTools, NanoTube, NBLDA, Nebulosa, NetworkChange, ngsReports, NIRStat, nonmem2R, oceanwaves, OptimalRerandExpDesigns, optimos.prime, ordr, orgR, overlapping, pafr, pagoo, PairedData, palmid, pAnalysis, PASenseWear, PAsso, PASWR2, pathVar, PCAtools, pequod, perry, personalized, perspectev, phase1PRMD, phase1RMD, phenModel, phenoTest, photosynthesis, phyloseqGraphTest, Pi, pitchRx, pkggraph, plantecowrap, PlasmaMutationDetector, PlasmaMutationDetector2, plotBart, plothelper, plotly, plotROC, PointedSDMs, pointRes, PortfolioEffectHFT, PPInfer, PPtreeViz, precintcon, primer, PRISMA, ProbBayes, profileR, promotionImpact, PupillometryR, pvcurveanalysis, pvldcurve, qqplotr, qrqc, quadrupen, QuantileGH, quickpsy, r2spss, rabhit, radiant.data, randomizeR, RATest, RatingScaleReduction, RcmdrPlugin.KMggplot2, rdacca.hp, recoup, reinsureR, remaCor, Repliscope, rise, RItools, RMOPI, rms, RNAseqNet, RnaSeqSampleSize, RnBeads, Rnits, robCompositions, robmed, robustHD, RpeakChrom, Rqc, rrecsys, RSA, rSEA, RsSimulx, rstan, rtip, RVCompare, rwty, savR, SC.MEB, scAlign, scater, scatterpie, schex, scoper, SCOUTer, scPipe, scRepertoire, SDLfilter, sdStaf, season, SEERaBomb, sensiPhy, seqsetvis, SetMethods, shazam, shinymodels, shinySIR, simfit, simmer.plot, simmr, sitree, SmarterPoland, soc.ca, SparseBiplots, SparseFactorAnalysis, sparsereg, SPEI, spqn, ssaBSS, ssviz, stanette, staRdom, StatMatch, statVisual, success, sugrrants, SummarizedBenchmark, survHE, survminer, survMS, swa, SWMPr, synlet, tanggle, TarSeqQC, TcGSA, tdr, TeachHist, TestGardener, texmex, texteffect, tigger, TissueEnrich, TPD, TreeDep, TriMatch, TripleR, tspmeta, twangRDC, useful, ushr, varian, variancePartition, vdg, VEwaning, VEwaningVariant, visae, VisualizeSimon2Stage, VplotR, vrcp, vsd, waffle, WebAnalytics, weightr, WRTDStidal, xkcd, Xplortext, xpose, YAPSA, zooaRch
Reverse imports: ABACUS, ABHgenotypeR, abmR, abseqR, abstractr, acc, acca, accrualPlot, accSDA, ACDm, ACE, actel, activAnalyzer, ActivePathways, activPAL, actogrammr, actxps, ADAMgui, adaptiveGPCA, add2ggplot, adegenet, adjROC, ADMMsigma, adnuts, adobeanalyticsr, adventr, AeRobiology, AeroSampleR, affinitymatrix, affycoretools, AFM, AFR, afttest, agricolaeplotr, agriTutorial, agroclim, AgroR, AgroReg, agrostab, AgroTech, ahnr, AID, aimPlot, AIPW, airpart, akc, akmedoids, alevinQC, allestimates, AlphaBeta, alphahull, AlphaPart, AlpsNMR, amanida, AMARETTO, ammistability, aMNLFA, amp, AMPLE, amplican, analysisPipelines, analyzer, Anaquin, andurinha, AnglerCreelSurveySimulation, animalcules, animalEKF, AnimalHabitatNetwork, animaltracker, anipaths, ANN2, AnnoProbe, annotatr, ANOM, anomalize, anomaly, ANOVAIREVA, AnVILBilling, ao, aoristic, APAlyzer, apc, APCI, APCtools, apexcharter, APIS, APL, aplot, apyramid, AQEval, ArchaeoPhases, archiveRetriever, ARCokrig, arcpullr, arena2r, ARPALData, artMS, aRtsy, arulesViz, ASICS, aslib, ASpediaFI, aspline, asremlPlus, AssetCorr, ASSIGN, assignPOP, atSNP, attrib, audiometry, auditor, audrex, augmentedRCBD, ausplotsR, autocogs, autohrf, autoimage, automap, autoMrP, autonomics, autoplotly, autoReg, AutoScore, autostats, autostsm, autoTS, AvInertia, aweSOM, azuremlsdk, BaalChIP, babsim.hospital, BacArena, BACCT, backShift, baggr, bamdit, BANDITS, bandle, banter, barcodetrackR, bartcs, baseballr, basecallQC, BASiCS, basket, batchmix, batchtma, bate, BAwiR, baycn, bayefdr, bayes4psy, bayesAB, bayesammi, bayesassurance, bayesbr, BayesCTDesign, bayesdfa, BayesFM, bayesforecast, bayesGAM, BayesianFROC, BayesianReasoning, bayeslincom, BayesMallows, bayesmove, BayesOrdDesign, bayesplot, BayesPostEst, BayesRS, bayesrules, BayesSenMC, BayesSpace, BayesSPsurv, BayesSurvival, BayesTools, bayesvl, bayesZIB, bayMDS, baystability, BBcor, bbdetection, BBEST, bbsBayes, BCEA, Bchron, bcrm, bdc, BDEsize, bdl, bdots, bdrc, bdscale, bdvis, bea.R, beadarray, beadplexr, BEARscc, BeeGUTS, beezdemand, behaviorchange, BEKKs, benchdamic, BENMMI, bestSDP, BetaPASS, BETS, BeyondBenford, bfw, BGGM, bibliometrix, biclust, BIGL, bigPint, bigsnpr, bigstatsr, bigtime, bikm1, billboarder, BinarybalancedCut, binaryTimeSeries, BindingSiteFinder, binGroup2, binsreg, bioassays, bioclim, BiocOncoTK, BiodiversityR, biodosetools, biogrowth, bioinactivation, biokNN, biometryassist, BioMM, biomod2, BioNERO, BioNetStat, bioOED, BioPET, BioPETsurv, bioRad, BioStatR, biotmle, biscale, blandr, BloodCancerMultiOmics2017, BloodGen3Module, blorr, BLRShiny, BLRShiny2, bmgarch, bmggum, bmlm, bmstdr, BMTAR, bnma, bnmonitor, BNPdensity, BNPmix, BNSP, BOBaFIT, bolasso, bootcluster, bootf2, borealis, bp, BPEC, BPRMeth, BrailleR, brainflowprobes, branchpointer, breakaway, breakDown, breakfast, breakpoint, breakpointR, breathtestcore, bridger, bridger2, brinton, brisk, brms, brolgar, broman, broom, bruceR, brulee, bsam, bsamGP, BSL, BSPBSS, BTdecayLasso, BTSPAS, BubbleTree, bulkAnalyseR, bulletr, bumbl, burnr, BUSpaRse, BuyseTest, BVARverse, C443, CA3variants, CAFE, caffsim, cageminer, CAGEr, CAinterprTools, CAISEr, CALANGO, calendR, calendRio, CALF, calibrationband, CalibratR, CamelUp, campfin, campsis, camtrapR, canadianmaps, CAnD, capl, capm, carat, CARBayesST, card, caretEnsemble, CARlasso, cartograflow, casebase, casino, cassandRa, cassowaryr, CAST, cat.dt, CATALYST, catenary, cats, causact, CausalGPS, CausalImpact, causalPAF, CausalQueries, CausCor, CAvariants, CB2, ccdf, ccml, ccostr, cdcatR, cdmTools, cdom, CEDA, celaref, celda, CellBarcode, CelliD, cellity, CellMixS, cellpypes, CellTrails, cellWise, CEMiTool, Cepo, ceRNAnetsim, Certara.R, CeTF, cfDNAPro, cgmanalysis, cgmquantify, CGNM, CGPfunctions, cgrcusum, ch, ChainLadder, chameleon, ChAMP, changepoint.influence, ChangePointTaylor, ChannelAttributionApp, ChaosGame, chartql, cheem, ChemmineR, chemodiv, ChemoSpec, ChemoSpec2D, ChemoSpecUtils, chest, chillR, ChIPexoQual, ChIPpeakAnno, ChIPseeker, CHOIRBM, cholera, choroplethr, choroplethrAdmin1, ChromSCape, chromVAR, chronicle, chronochrt, CIARA, cicero, CIDER, CIMICE, CIMTx, cinaR, CINNA, circacompare, circRNAprofiler, CircSpaceTime, circularEV, circumplex, CIS.DGLM, CiteFuse, citrus, ciu, cjbart, CKMRpop, classmap, cleanTS, clhs, clickstream, clifro, climaemet, ClimClass, clinDataReview, clinDR, clinicalsignificance, ClinicalUtilityRecal, clintools, cliProfiler, clmplus, CLONETv2, cloudos, CluMP, CluMSID, ClusROC, ClussCluster, ClustAssess, clustcurv, Clustering, ClusterR, clustifyr, ClustImpute, clustMD, ClusTorus, clustree, clustringr, CLVTools, cmaesr, CMapViz, cmcR, cmprskcoxmsm, cmpsR, cmstatr, CNAIM, cnaOpt, CNEr, CNVgears, CNVPanelizer, coalitions, cobalt, cocktailApp, COCOA, coda4microbiome, codebook, cofeatureR, cogeqc, Cogito, cogmapr, cohortBuilder, CohortPlat, coinmarketcapr, Coinprofile, COINr, CollapseLevels, coloc, colocalization, colorBlindness, colorhex, colorist, colormap, colorpatch, colourpicker, comapr, combi, combiroc, communication, CompAREdesign, compartmap, compcodeR, competitiontoolbox, ComplexUpset, complmrob, composits, ComPrAn, conclus, concurve, condvis2, CONFESS, confidence, conformalInference.fd, conformalInference.multi, confoundr, CoNI, Conigrave, conjoint, conos, conquestr, conserveR, ConsReg, conText, contiBAIT, contribution, contsurvplot, convdistr, convergEU, cooccur, CoOL, coopProductGame, CoordinateCleaner, copre, CopSens, CopulaDTA, coRdon, corncob, corona, corporaexplorer, corral, correlationfunnel, corrgrapher, corrr, corTest, corx, coseq, cosinor, cosinor2, COTAN, countfitteR, countland, countsimQC, covdepGE, coveffectsplot, covidcast, CovidMutations, cowbell, cowplot, coxed, coxrt, cplm, cpop, cpr, cprobit, cpss, cpvSNP, cranly, crctStepdown, creditmodel, cregg, cRegulome, cricketr, crimeutils, criticality, critpath, crmReg, cropDemand, crops, cropZoning, crossnma, crplyr, csa, CSGo, CSHShydRology, cspp, CSSQ, CSTools, CTDquerier, cTRAP, ctrialsgov, ctsem, ctsGE, cubble, cuperdec, curtailment, cusumcharter, cutpointr, cvCovEst, CVglasso, cvms, cyanoFilter, cylcop, CyTOFpower, CytoGLMM, cytomapper, cytometree, CytOpT, CytoTree, D2MCS, dabestr, dad, dada2, dados, DALEX, DALEXtra, DAMEfinder, DAMisc, dann, darksky, dasper, DataExplorer, dataMaid, dataprep, dataquieR, dataReporter, dataspice, DATAstudio, DataVisualizations, datos, dbcsp, dbmss, dbnlearn, dbplot, dccvalidator, DCD, dce, dCUR, dcurves, ddpcr, ddPCRclust, DDPNA, deaR, dearseq, debrowser, DeCAFS, decisionSupport, deco, decontam, DeductiveR, deepMOU, deepredeff, deeptime, DEET, DegNorm, DEGreport, DeLorean, deltaCaptureC, deltaccd, dematel, DeMixT, demodelr, dendextend, dendroTools, densityClust, DEP, DepecheR, depigner, derfinderPlot, describedata, DescribeDisplay, descriptr, DESeq2, desplot, destiny, DEsubs, detectnorm, detectRUNS, detzrcr, devtoolbox, dextergui, DFIT, dfmeta, dfoliatR, Dforest, dfped, dfpk, DGM, diagis, DIAlignR, DiallelAnalysisR, diceR, did, did2s, dief, DiffBind, DifferentialRegulation, diffloop, diffudist, diffUTR, difNLR, digiRhythm, digitalDLSorteR, DIGSS, dimensio, DiPALM, dipm, diproperm, Directional, dirichletprocess, disaggregation, disbayes, DIscBIO, discharge, disco, DiscoRhythm, discourseGT, discoveR, disprofas, distillML, distinct, disto, DistPlotter, distreg.vis, distributional, DistributionOptimization, distributions3, div, diveRsity, diversityForest, DiversityOccupancy, diyar, DLMtool, dlookr, dlstats, dmai, dmbc, dMod, dmrseq, dnapath, dobin, doBy, docxtools, doolkit, doremi, Doscheda, DOSE, dosedesignR, dots, downloadthis, dPCP, DPpack, DR.SC, dr4pl, dragon, drawProteins, dreamer, drimmR, DRIMSeq, DriveML, DRomics, drord, drpop, ds4psy, dsa, DSAIDE, DSAIRM, dsims, dslabs, dsm, dsos, dssd, DstarM, dStruct, DTR, dtwclust, dumbbell, Dune, DuoClustering2018, DVHmetrics, dvmisc, dycdtools, dymo, dynamic, dynaSpec, DynNom, dynplot, dynRB, dynsim, dynsurv, DySS, E4tools, earlyR, easier, easyalluvial, eat, ebirdst, ebnm, ecd, ecochange, ecocomDP, EcoDiet, ecolottery, EcoNetGen, EcotoneFinder, ecr, EDA, eda4treeR, edeaR, edecob, edina, EDOIF, edstan, eechidna, eefAnalytics, eegc, EEM, EFA.MRFA, EFAtools, EffectLiteR, effectR, ega, EGAnet, EGSEA, eHDPrep, eirm, EIX, eks, EleChemr, elfgen, ELMER, EMAS, EMAtools, EmbedSOM, emdi, EMDomics, EmiR, EMMIXgene, emojifont, EmpiricalCalibration, emstreeR, endtoend, enetLTS, EnMCB, ENMeval, ENMTools, enpls, EnrichIntersect, enrichplot, enrichR, enrichTF, ensembleTax, ensModelVis, ensr, entropart, envalysis, EnvStats, eoffice, epcc, EpiCompare, epidecodeR, epidemia, EpiDynamics, EpiEstim, epifitter, epiflows, epigraHMM, EpiLPS, EpiModel, epimutacions, epinetr, EpiNow2, EpiReport, epitweetr, epos, ER, erma, ERSA, ERSSA, eRTG3D, esATAC, escape, eSIR, esmisc, esquisse, estadistica, ESTER, EstimateGroupNetwork, EstimDiagnostics, esvis, ethnobotanyR, etrm, EvaluateCore, EValue, evaluomeR, EventDetectGUI, EventDetectR, EVI, EvidenceSynthesis, evolqg, EvolutionaryGames, Evomorph, evoper, EvoPhylo, EWCE, ewoc, exceldata, excessmort, exomePeak2, ExPanDaR, ExpGenetic, ExpImage, expirest, ExplodeLayout, explor, exploratory, explore, ExploreModelMatrix, exploreR, exreport, exuber, eyelinkReader, eyetrackingR, ez, ezcox, ezCutoffs, ezEDA, ezmmek, ezplot, ezr, fabletools, fabMix, FactoInvestigate, FactoMineR, fairadapt, fairmodels, fairness, familial, FAOSTAT, fasstr, fastai, fastqcr, fastR2, fastshap, fastText, fastTopics, faux, FAVAR, FCBF, fCCAC, fcfdr, fcm, fcoex, FCPS, fdacluster, fdANOVA, fdapaceShiny, fdaPOIFD, fdistr, fdq, fdrci, feamiR, feasts, FeatureImpCluster, FeatureTerminatoR, fedup, fence, FEprovideR, fergm, ferrn, ffp, fgeo.plot, Fgmutils, fgsea, fic, fido, FielDHub, fieldRS, figpatch, figuRes2, finalfit, FinCal, FindIT2, findviews, finetune, fingerPro, firebehavioR, Fiscore, fishualize, fitbitViz, FitUltD, fitur, fixedincome, flair, FLAMES, flametree, flashlight, FlexDotPlot, FlexReg, flexsurv, flightplot, FLightR, flimo, flipr, flowAI, flowCHIC, flowGraph, FlowSOM, flowSpecs, flowTraceR, flowWorkspace, fmf, FMradio, fmriqa, fobitools, foieGras, FoldGO, foodingraph, footBayes, foqat, forecast, ForecastComb, forecastHybrid, forecastML, ForecastTB, foreSIGHT, forestecology, forestinventory, forestmangr, forestr, forestRK, ForIT, forsearch, FPDclustering, fpp2, fpp3, frailtyEM, frailtySurv, FRASER, FreqProf, frequentdirections, FRI, FRK, fsdaR, fsr, fSRM, fst4pg, ftaproxim, FunCC, FuncNN, funModeling, FunnelPlotR, funnelR, futureheatwaves, fuzzyforest, fxTWAPLS, G2Sd, GALLO, gameofthrones, gamma, gap, gapclosing, gastempt, gaussplotR, GBScleanR, GCalignR, gCrisprTools, GDAtools, GDCRNATools, GDINA, geeasy, GEInter, GEM, gemini, gen5helper, genBaRcode, GenderInfer, GeneAccord, genekitr, GeneralizedUmatrix, geneticae, GeneTonic, GenHMM1d, genogeographer, genomation, GenomeAdmixR, GenomicDistributions, GenomicInteractions, GenomicSuperSignature, genotypeeval, genpwr, genSEIR, GenVisR, geocmeans, GEOexplorer, geofacet, geomander, GeomComb, geomerge, geomorph, GeomxTools, geonet, geostan, geouy, geoviz, germinationmetrics, GET, getmstatistic, gfcanalysis, gfer, gfoRmula, gg.gap, ggarchery, ggasym, ggblanket, ggborderline, ggbraid, ggbreak, ggBubbles, ggbump, ggchangepoint, ggChernoff, ggcleveland, ggconf, ggcorset, ggcoverage, ggdag, ggdark, ggdendro, ggdist, ggdmc, ggDoE, ggDoubleHeat, ggeasy, GGEBiplots, ggenealogy, ggExtra, ggfan, ggfittext, ggfun, ggfx, gggap, gggenes, gghalfnorm, gghdr, gghilbertstrings, ggimg, gginference, ggiraph, ggiraphExtra, ggisotonic, ggjoy, gglgbtq, gglm, ggmice, GGMncv, GGMnonreg, ggmotif, ggmsa, ggmuller, ggnewscale, ggnormalviolin, ggnuplot, ggokabeito, ggpacman, ggpage, ggparliament, ggpath, ggpattern, ggperiodic, ggpie, ggplot.multistats, ggplotAssist, ggplotgui, ggplotify, ggplotlyExtra, ggpmisc, ggPMX, ggpointdensity, ggprism, ggpval, ggQC, ggQQunif, ggquickeda, ggquiver, ggRandomForests, ggrasp, ggrastr, ggrcs, ggResidpanel, ggridges, ggrisk, ggsci, ggseg, ggseqlogo, ggseqplot, ggshadow, ggsignif, ggsoccer, ggsolvencyii, ggsom, ggspatial, ggstance, ggstar, ggstatsplot, ggstream, ggstudent, ggsurvfit, ggtea, ggtext, ggThemeAssist, ggthemes, ggtikz, ggtrace, ggtree, ggtreeExtra, ggtrendline, ggupset, ggVennDiagram, ggx, GIC, gJLS2, GJRM, GladiaTOX, glancedata, glmmfields, glmmPen, glmmSeq, GlmSimulatoR, glmSparseNet, glmtlp, glmtrans, globaltrends, glottospace, gluvarpro, glycanr, GmAMisc, gMCPLite, gmgm, gMOIP, GMSimpute, GNET2, GOCompare, GOexpress, GofCens, GofKmt, goldfish, gompertztrunc, gosset, GOsummaries, GOTHiC, GOxploreR, GPA, GPCERF, gppm, gprofiler2, grabsampling, grainscape, GRaNIE, granulator, graper, grapesAgri1, graph4lg, grapherator, GraphPCA, gratia, gravitas, greatR, greed, GREENeR, greport, gridsampler, GRmetrics, grobblR, growfunctions, growthPheno, grpsel, grwat, gscaLCA, GSE, GSEAmining, GSparO, gsynth, gt, gtExtras, gtrendsR, guiplot, gumboot, GUniFrac, gunsales, gwaRs, gwasforest, GWASinspector, GWENA, gWQS, 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SurvivalPath, survivoR, survMisc, survParamSim, survSens, survtmle, susieR, sValues, svars, SVMMaj, svplots, SWATH2stats, swfscMisc, SWIM, swimplot, swissparl, switchde, SWMPrExtension, SWTools, symphony, synergyfinder, synoptReg, synr, SynthETIC, synthpop, sysid, systemPipeR, systemPipeShiny, systemPipeTools, T4cluster, tablesgg, tabr, tabula, tabularmaps, TADCompare, TargetDecoy, tashu, tastypie, taxonbridge, taylor, TBSignatureProfiler, TCGAbiolinks, TCGAbiolinksGUI, tcgaViz, tci, tcpl, TCseq, TDAkit, TDAstats, teachingApps, TEAM, teamcolors, telefit, TELP, Tendril, tensorBSS, terrainr, TesiproV, testarguments, testcorr, TestDimorph, tetraclasse, tetragon, text, text2sdg, texter, TextForecast, TextMiningGUI, tgamtheme, tglkmeans, TGST, theft, thematic, ThermalSampleR, TheSFACE, thewitcher, thief, thinkr, tidybayes, tidyBdE, tidybins, tidyCDISC, tidycmprsk, TidyDensity, tidydice, tidydr, tidyestimate, tidyLPA, tidymodels, tidymv, tidypaleo, tidyposterior, tidyquant, tidySEM, tidyseurat, tidySingleCellExperiment, tidySummarizedExperiment, tidysynth, tidyterra, tidyUSDA, tidyverse, tidyvpc, tigerstats, tilemaps, timbeR, time.slots, timelineR, timelineS, timeOmics, TimerQuant, TimeSeriesExperiment, timetk, TimiRGeN, tinyarray, tinyscholar, tipmap, TippingPoint, tipsae, TITAN2, tldr, TLMoments, tLOH, tmt, TNBC.CMS, TOAST, tomoda, toolmaRk, TooManyCellsR, topconfects, TopDom, topdownr, topr, tornado, TOSTER, toxEval, ToxicoGx, ToxicR, TPP, TPP2D, tracee, track2KBA, trackeR, trackter, tradepolicy, tradeSeq, traineR, TrajectoryGeometry, transcriptogramer, transcriptR, transite, transmem, transPlotR, TraRe, traviz, trawl, TreatmentSelection, treeclim, treeDA, TreeDiagram, treefit, treeheatr, treekoR, treemap, treemapify, trekcolors, trelliscopejs, trialr, tricolore, tricycle, trinROC, triplot, tRNA, tRophicPosition, truthiness, TSCAN, tscR, TSCS, TSDFGS, tsentiment, tsfgrnn, tsfknn, tsiR, TSS.RESTREND, TSsmoothing, tsviz, tswge, TUFLOWR, tune, tvm, tvmediation, TVMM, TVTB, tvthemes, twang, twoddpcr, TwoRegression, twowaytests, txshift, ubiquity, ubms, UCSCXenaShiny, ufs, ukbtools, Ularcirc, Umatrix, UMI4Cats, umiAnalyzer, umx, UncDecomp, unikn, UniprotR, uniswappeR, universalmotif, unusualprofile, updog, UPG, UpSetR, UpSetVP, upstartr, utile.visuals, uwo4419, VALERIE, valhallr, valr, valse, vanddraabe, vangogh, vannstats, vanquish, VarCon, VarSelLCM, vcmeta, VDAP, VDSM, VennDetail, VetResearchLMM, vhcub, vICC, vici, vidger, viewpoly, vimpclust, vip, viridis, virtualPollen, visa, visdat, ViSEAGO, ViSiElse, visR, vissE, vistime, vistributions, visualpred, visvow, visxhclust, vivid, vivo, vlda, VLTimeCausality, vmeasur, volcano3D, voluModel, voteogram, voxel, vpc, vprr, VSdecomp, vsn, vsp, VWPre, wacolors, wactor, wakefield, walker, walrus, WASP, waterfalls, wavClusteR, waves, wdnr.gis, wearables, webmorphR, webr, weed, weibulltools, WeightIt, weitrix, welo, wevid, wgaim, whippr, whoa, whomds, wiggleplotr, wikipediatrend, wildviz, wilson, WINS, wordgraph, wordpredictor, workflowsets, WormTensor, wpa, wpm, wppExplorer, wql, wrappedtools, WrensBookshelf, WRI, WRSS, wsjplot, WVPlots, x.ent, xadmix, Xeva, xgxr, XINA, xmrr, xpose.nlmixr, xpose.nlmixr2, xQTLbiolinks, xray, xsp, xxIRT, yamlet, yaps, yorkr, ypr, YRmisc, yuimaGUI, zebu, ZetaSuite, zFPKM, zonator, ztype
Reverse suggests: abctools, abd, accessibility, activatr, activityCounts, AdaptGauss, adaptr, adept, adklakedata, adoptr, afdx, afex, aggregateBioVar, agridat, ahpsurvey, aire.zmvm, airGR, airt, aldvmm, alfred, AlleleShift, AMAPVox, ambiorix, ambit, AmpGram, amt, antaresViz, antitrust, AntMAN, aopdata, aorsf, apsimx, ar.matrix, archetypes, archivist, arctools, ARPobservation, arthistory, ARTool, ascotraceR, ashr, ASURAT, asymptor, ATbounds, atime, AugmenterR, aum, autothresholdr, av, avocado, awst, babette, bacondecomp, bambu, bang, baRulho, BAS, basemaps, BaseSet, BatchGetSymbols, bayesbio, bayesplay, bayesPO, bayestestR, bayesTFR, bbmle, bcdata, bcmaps, bcp, BDgraph, beautier, beer, belg, bench, benchmarkfdrData2019, benchmarkme, benchr, benthos, bestNormalize, BetaBit, bib2df, BiDimRegression, binom, binsegRcpp, bioassayR, biobroom, biogas, biogram, Bioi, BioQC, Biostatistics, BioTIP, BiplotML, bistablehistory, bitmexr, BlandAltmanLeh, blastula, blockCV, BMRSr, bodenmiller, BOJ, bootUR, borrowr, BOSO, brainGraph, breathteststan, BRGenomics, bridgedist, briskaR, brokenstick, broom.helpers, broom.mixed, brotli, brunnermunzel, BSDA, bssm, bsub, btergm, bulletcp, bwsTools, canadamaps, cancensus, CancerGram, cansim, canvasXpress, caRecall, CarletonStats, CatastRo, cate, CDatanet, CellaRepertorium, CellBench, cellHTS2, cellmigRation, celltrackR, censcyt, censo2017, Census2016, CEOdata, cfbfastR, CGGP, checkmate, cherryblossom, chessR, childsds, chilemapas, ChillModels, choroplethrMaps, chron, ciftiTools, CircularSilhouette, cito, ciTools, civis, ClassifyR, clinUtils, CLLmethylation, clusternomics, ClusterSignificance, clustra, cmhc, cmocean, coda.base, codingMatrices, codyn, collapse, collateral, colorednoise, ColorNameR, colorspace, comparer, COMPASS, comtradr, concstats, CondCopulas, condiments, conformalbayes, ConformalSmallest, connectapi, consensusOV, consensusSeekeR, CONSTANd, constellation, contactdata, container, contoureR, ContourFunctions, contrast, copulaSim, CornerstoneR, correlation, cosmosR, covafillr, CPAT, cpp11, cpsvote, crandep, crawl, cricketdata, CropDetectR, crosstable, crosstalk, crsuggest, cry, cSEM, curatedAdipoChIP, curatedAdipoRNA, cusum, CVEK, cvequality, cxr, cyclomort, Cyclops, czechrates, DAISIE, dalmatian, dams, danstat, DAPAR, dataresqc, dataRetrieval, datarobot, datasauRus, datawizard, datplot, daymetr, DeclareDesign, deconvolveR, deconvR, decoupleR, DeepBlueR, deepdep, demcon, densvis, denvax, DepInfeR, depmap, derfinder, derivmkts, descstat, designr, detrendr, dexter, dexterMST, DGCA, DGEobj.utils, diffuStats, DImodels, dimRed, Dino, dint, DirectEffects, directlabels, disaggR, disclapmix, discrim, diseq, DisImpact, disk.frame, dispositionEffect, dodgr, domir, DoseFinding, doseminer, dplyr, dpseg, drake, drawer, DrBats, droll, drugTargetInteractions, dsb, dscore, DSjobtracker, DSSP, dynamAedes, dynConfiR, dynutils, earthtones, EbayesThresh, ec50estimator, ecb, Ecfun, echo.find, echor, ecoCopula, ecostats, ecotox, ecotraj, ecpc, edfReader, edgarWebR, edge, eemR, eesim, efdm, EFDR, EHR, eia, EloOptimized, embed, emmeans, EMMIXmfa, emuR, enrichwith, eph, epialleleR, epigraphdb, epiR, EpiSignalDetection, EpiTxDb, eq5d, equatiomatic, escalation, esetVis, etl, etm, eurlex, europepmc, evaluate, ewceData, exact2x2, exoplanets, expss, ExtDist, eyelinker, fable.prophet, facerec, factory, familiar, Families, fastRG, fastRhockey, FCO, fddm, fec16, fedregs, feisr, fermicatsR, ffsimulator, fgeo.analyze, fishdata, fitbitScraper, fitdistrplus, fitHeavyTail, fitzRoy, fivethirtyeight, fixest, flacco, flexrsurv, flextable, flightsbr, flowTime, FMM, fMRIscrub, forcats, forceR, forrel, forwards, foster, fourierin, fqar, fractional, fredr, frenchCurve, frenchdata, frequencyConnectedness, FRESA.CAD, FSelectorRcpp, functiondepends, funData, funrar, funtimes, furrowSeg, fuser, FusionLearn, fuzzyjoin, gaiah, ganalytics, GAPGOM, gapminder, gcatest, GDAdata, gear, gender, geneplast, GeneralizedWendland, GENESIS, genieBPC, GenomicDataCommons, genphen, geobr, geodiv, geofi, geoknife, gesso, GetBCBData, GetDFPData, GetDFPData2, GetFREData, GetLattesData, GetQuandlData, GetTDData, gfpop, ggeffects, ghcm, ghibli, ghypernet, gifski, GillespieSSA2, giscoR, git2rdata, glm.predict, GLMcat, glmGamPoi, glmmTMB, glmpca, glue, gplite, grainchanger, graphhopper, graphlayouts, grates, Greg, greta, gridDebug, gridExtra, GROAN, groupdata2, GroupSeq, growthcurver, GSgalgoR, gsignal, gsloid, GSODR, GSVA, gtable, gtfstools, guardianapi, Guerry, gutenbergr, h2o, h3jsr, hacksig, hal9001, Haplin, harrietr, hbbr, HDCytoData, hdfqlr, HDiR, HDShOP, headliner, heddlr, helsinki, hereR, hermiter, heuristica, HIBAG, highcharter, hilbertSimilarity, hIRT, HistData, historydata, hmclearn, HMP16SData, HMP2Data, hockeyR, holodeck, hoopR, horseshoe, hpa, hsrecombi, HTLR, httk, hues, hutils, huxtable, hwep, hydrorecipes, hydroscoper, hystReet, i2dash, ialiquor, icarus, iconr, icr, icrf, ICvectorfields, idiogramFISH, ie2miscdata, igcop, IgGeneUsage, igoR, IGP, iGraphMatch, igrf, IHW, imagefluency, imager, imaginator, imgrec, imputeFin, incidence2, incubate, inlabru, installr, interp, inters, InterVA5, iNZightPlots, ipumsr, irg, irt, isoband, isocalcR, isocat, isotracer, ivmte, ivreg, JacobiEigen, jmvcore, JointAI, jSDM, junctions, kalmanfilter, kamila, kdtools, keras, kergp, kfigr, khroma, kibior, kim, kinematics, kiwisR, kko, klsh, knitrBootstrap, KSD, L2E, LAGOSNE, Lahman, latex2exp, latrend, lcmm, lda, LDheatmap, ldsr, LEAP, lfa, lgrdata, lillies, liminal, limonaid, limorhyde, limorhyde2, lingtypology, listdown, LKT, lme4, lmls, LocalControl, localIV, LogisticRCI, logitnorm, logitr, lognorm, longCatEDA, longmixr, loo, LOPART, lotri, lphom, LPWC, lrd, LSMRealOptions, lspline, lutz, luz, macleish, MACPET, MAd, maddison, madrat, magick, MANOVA.RM, mapchina, mapfit, mapi, mapme.biodiversity, mapsapi, mapscanner, mapsFinland, mapSpain, marginaleffects, margins, marked, marketr, markets, marqLevAlg, MARSS, matchingMarkets, matrixStats, matrixStrucTest, matsindf, MBNMAdose, MBNMAtime, mcbette, mctq, medExtractR, medicalrisk, medicare, melt, memor, meshed, MetAlyzer, MetaStan, meteospain, methcon5, methylCC, metricsgraphics, mets, mfGARCH, mgc, MGDrivE2, MGLM, miceFast, microbenchmark, MicroMoB, midasHLA, mifa, miic, mikropml, milr, missMethods, mistat, mistr, mixdir, mixIndependR, MixMatrix, mlogit, mlr3pipelines, mlrMBO, MLVSBM, mmb, mmpf, MNLpred, modelbased, modelr, modelsummary, MODISTools, MODIStsp, ModStatR, MOEADr, moexer, momentuHMM, MoMPCA, mongolite, MonteCarlo, moonBook, morphemepiece, mortAAR, mosaicData, mosmafs, MOSS, move, mpathsenser, mrbayes, MrSGUIDE, MSA2dist, MSG, mstate, mthapower, MTLR, MTPS, MultiBD, multifunc, multilateral, multilevelmod, multiROC, multiverse, munsell, musica, mvGPS, mvSLOUCH, mwshiny, naspaclust, NBAloveR, NBAMSeq, nbapalettes, nbTransmission, nc, ndi, NestLink, net4pg, NetMix, netplot, netSmooth, networkABC, neurobase, NewWave, ngboostForecast, nhdplusTools, NHSRdatasets, NitrogenUptake2016, nlmixr2, nlraa, nls.multstart, nlsr, nLTT, NMdata, NMproject, nnSVG, NNTbiomarker, nntrf, noaaoceans, nodeSub, nominatimlite, nomisr, nosoi, NPARC, nprcgenekeepr, NPRED, npsurvSS, numberofalleles, nzelect, OBIC, oblicubes, observer, occupancy, oddsapiR, OECD, officedown, officer, ohenery, OmicNavigator, OmnipathR, onbabynames, opendatatoronto, OpenMx, OpenSpecy, OptCirClust, optimLanduse, optimParallel, optiSel, OPWeight, ordbetareg, ordinalClust, Organism.dplyr, outcomerate, outlierensembles, OVESEG, oxcAAR, packcircles, padma, padr, pafdR, pagenum, pagoda2, paletteer, palettetown, palmerpenguins, pals, pander, papaja, parallelDist, parameters, ParamHelpers, paramtest, parlitools, parSim, passport, passt, PBImisc, pbixr, pbm, pcalg, pcaMethods, pcFactorStan, pct, pder, pdi, PDQutils, pdSpecEst, pdxTrees, PeakError, PeakSegDisk, PeakSegDP, PeakSegJoint, PeakSegOptimal, pedalfast.data, penppml, peptider, perccalc, performance, PerformanceAnalytics, permutes, PheCAP, photobiologyFilters, photobiologyInOut, photobiologyLamps, photobiologyPlants, photobiologySensors, photobiologySun, phyr, physiology, piecepackr, pillar, pivottabler, pixarfilms, pkgndep, pkgnet, PKNCA, PL94171, planet, PlatformDesign, platowork, pleLMA, plnr, plotgardener, plotHMM, plotscale, plyranges, PNWColors, pocketapi, pointblank, pollen, pollster, Polychrome, polymapR, polyRAD, pomp, popReconstruct, portalr, portvine, povcalnetR, PPforest, pqsfinder, PRDA, pre, prenoms, prepplot, presenter, presize, prevtoinc, probably, pROC, profoc, profr, profvis, ProjectTemplate, projmgr, Prostar, ProteoDisco, PRROC, PSCBS, psd, pseval, pspline.inference, psychonetrics, psychtm, psymonitor, purgeR, pwr, pysd2r, qcmetrics, QFeatures, QSutils, quadcleanR, qualmap, qualvar, quantdr, quanteda, QuantNorm, questionr, queuecomputer, quincunx, R.SamBada, R2admb, r2pptx, r2rtf, r3PG, R3port, r5r, R6P, radarBoxplot, Rage, ragtop, RAINBOWR, RandomForestsGLS, rangeMapper, rankUncertainty, Raquifer, RAREsim, rasterVis, raw, rayshader, rb3, rbi, rbmi, rcbayes, RcmdrPlugin.EZR, RcmdrPlugin.MA, rco, Rcompadre, RcppHungarian, RCzechia, rdataretriever, Rdca, rdhs, rdi, RDML, RDSsamplesize, rdtLite, readabs, readrba, readsdr, rearrr, recipes, Recon, recount, recountmethylation, REddyProc, redistmetrics, regionReport, regions, relliptical, rem, remap, reporter, repoRter.nih, representr, retrodesign, retroharmonize, reval, revdbayes, reveneraR, Revticulate, revulyticsR, rex, rfordummies, RforProteomics, RGCCA, RGENERATEPREC, rgoslin, rhdf5, rhosa, ricu, riem, Rilostat, riskParityPortfolio, riverconn, rivr, rKolada, rlc, rLFT, rmcorr, rmdfiltr, rmdformats, rmdpartials, rnbp, rnpn, RoBSA, robust2sls, robustbase, rODE, roloc, rpact, rpanel, rpdo, rpf, rpmodel, rPref, Rpvt, RQEntangle, rrd, RRphylo, rrscale, rsample, rsetse, rsinaica, rSPDE, rsppfp, rsprite2, rstpm2, rsvd, rsvg, rsyncrosim, rtematres, rtf, Rthingsboard, rtide, RTransferEntropy, rTRM, rtweet, rubias, runstats, rvinecopulib, RWmisc, sadists, safetyGraphics, SAGMM, salesforcer, SAMBA, SamplerCompare, SAMtool, sand, sarks, sbo, SC2API, scales, SCATE, sccomp, scDblFinder, scdhlm, scDiffCom, schtools, SCIBER, scico, scmeth, scone, scoringTools, scp, scPCA, scrutiny, scry, SDaA, sdmApp, sdmpredictors, sdmvspecies, seer, seewave, segregation, selectKSigs, semEff, sentopics, seqbias, seqhandbook, seriation, SEtools, SeuratObject, sf, sfcr, sfdep, sfnetworks, SFSI, sftime, sftrack, sgmcmc, shades, shapr, shidashi, shiny, shinybrms, shinydlplot, shinyjqui, shinymeta, shinyMobile, shinyPredict, shinytest2, shinyWidgets, sift, SightabilityModel, sigmoid, signnet, signs, SimDesign, SimEngine, simglm, simhelpers, simITS, simodels, simphony, simplifyEnrichment, simpr, simstandard, simstudy, SimSurvey, simTool, Single.mTEC.Transcriptomes, SingleCaseES, SingleCellMultiModal, SingleR, sitmo, sjmisc, sjstats, sknifedatar, slim, smacof, smcfcs, SMFilter, smidm, smile, snifter, socialmixr, sociome, socviz, Sofi, SomaticCancerAlterations, sotkanet, SourceSet, SpaDES.core, spamtree, sparklyr, sparseMVN, SpatialEpi, spbabel, spdep, SplicingFactory, spmodel, spongebob, squeezy, srvyr, SSOSVM, ssPATHS, sspm, stabm, starm, stars, states, stats19, statsExpressions, stenR, StratifiedSampling, streamDepletr, strider, struct, StructFDR, StructuralVariantAnnotation, sugarbag, SunsVoc, SuperLearner, supersigs, surveyCV, surveyvoi, SurvMetrics, svaNUMT, svaRetro, swag, swfdr, swmmr, synapsis, T4transport, tableone, tabnet, TabulaMurisSenisData, taipan, TAPseq, tayloRswift, tbl2xts, tboot, tbrf, TeachingDemos, tealeaves, terminaldigits, testassay, testDriveR, texreg, textplot, TFEA.ChIP, tfestimators, TFutils, tgver, themis, threesixtygiving, tibble, tictactoe, tidybulk, tidycat, tidycensus, tidyEmoji, tidyfst, tidygeocoder, tidyHeatmap, tidyhydat, tidyjson, tidylo, TidyMultiqc, tidync, tidytags, tidytext, tidytransit, tidytreatment, tidyxl, tigris, tikzDevice, tint, tlars, tmap, Tmisc, tongfen, toolStability, totalcensus, tourr, tracerer, trackdf, TrajDataMining, transx, trapezoid, treasuryTR, TreeAndLeaf, treecm, treedater, TreeDist, treeio, treespace, treestructure, TreeSummarizedExperiment, TREG, trending, TRexSelector, TriDimRegression, tRNAscanImport, troopdata, trouBBlme4SolveR, truelies, ts.extend, tsbox, tsfeatures, tsibble, tsibbledata, tsibbletalk, TSrepr, tuberculosis, tufterhandout, tvgeom, twoxtwo, UBL, UCell, ukbabynames, ukgasapi, ukpolice, units, unvotes, USA.state.boundaries, usdata, usincometaxes, UsingR, usmap, uSORT, utilities, utr.annotation, vacuum, vagalumeR, VancouvR, VariantAnnotation, vcdExtra, vcfR, vdar, vdiffr, velociraptor, venn, vetiver, vimp, vinereg, vioplot, vipor, viridisLite, VirtualPop, visreg, vlad, volleystat, vote, vroom, vtree, warbleR, WaveSampling, waydown, waywiser, wbstats, wdpar, wehoop, WeightedROC, wesanderson, whereami, widyr, wildlifeDI, wildmeta, windsoraiR, WoodSimulatR, wordbankr, WordR, workboots, workloopR, WRS2, wrswoR, xaringanthemer, xgb2sql, xgboost, XICOR, XLConnect, yardstick, yfR, yowie, zenplots, zinbwave, ZIprop, zoo, zoolog, ztpln, ZVCV
Reverse enhances: AMR, flowr, LOLA, surveillance, tis

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