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: 3.3.1
Depends: R (≥ 3.2)
Imports: digest, glue, grDevices, grid, gtable (≥ 0.1.1), isoband, MASS, mgcv, rlang (≥ 0.3.0), scales (≥ 0.5.0), stats, tibble, withr (≥ 2.0.0)
Suggests: covr, dplyr, ggplot2movies, hexbin, Hmisc, knitr, lattice, mapproj, maps, maptools, multcomp, munsell, nlme, profvis, quantreg, rgeos, rmarkdown, rpart, sf (≥ 0.7-3), svglite (≥ 1.2.0.9001), testthat (≥ 2.1.0), vdiffr (≥ 0.3.0)
Enhances: sp
Published: 2020-05-28
Author: Hadley Wickham [aut, cre], Winston Chang [aut], Lionel Henry [aut], Thomas Lin Pedersen [aut], Kohske Takahashi [aut], Claus Wilke [aut], Kara Woo [aut], Hiroaki Yutani [aut], Dewey Dunnington [aut], RStudio [cph]
Maintainer: Hadley Wickham <hadley at rstudio.com>
BugReports: https://github.com/tidyverse/ggplot2/issues
License: GPL-2 | file LICENSE
URL: http://ggplot2.tidyverse.org, https://github.com/tidyverse/ggplot2
NeedsCompilation: no
Citation: ggplot2 citation info
Materials: README NEWS
In views: Graphics, Phylogenetics, TeachingStatistics
CRAN checks: ggplot2 results

Downloads:

Reference manual: ggplot2.pdf
Vignettes: Extending ggplot2
Using ggplot2 in packages
Aesthetic specifications
Package source: ggplot2_3.3.1.tar.gz
Windows binaries: r-devel: ggplot2_3.3.1.zip, r-release: ggplot2_3.3.1.zip, r-oldrel: ggplot2_3.3.1.zip
macOS binaries: r-release: ggplot2_3.3.1.tgz, r-oldrel: ggplot2_3.3.1.tgz
Old sources: ggplot2 archive

Reverse dependencies:

Reverse depends: ACSNMineR, AFheritability, afmToolkit, alakazam, alookr, AmpliconDuo, Anaquin, AneuFinder, applicable, apsimr, bacon, bayesDP, BCellMA, bde, BDMMAcorrect, bhm, biclustermd, bootnet, bpcp, braidReports, brinton, btergm, bunching, caret, CellNOptR, centralplot, ceterisParibus, changepoint.geo, CHETAH, ChIPQC, chromstaR, cjoint, classifierplots, climwin, clustrd, CNVrd2, CNVScope, coefplot, cogena, cohorttools, corkscrew, CoSMoS, CountClust, CrispRVariants, crmPack, CRTgeeDR, cummeRbund, curatedBreastData, cystiSim, cytofan, dae, DaMiRseq, dbmss, decompTumor2Sig, DeconRNASeq, Deducer, deltaGseg, DendroSync, DengueRT, DepthProc, DEqMS, dfexplore, dggridR, DHBins, diffEnrich, diffeR, dittoSeq, DoTC, dotwhisker, dslice, dtwSat, dynOmics, dynr, Eagle, earlywarnings, eeptools, egg, EnhancedVolcano, EnsCat, entropart, EpiCurve, epihet, erccdashboard, ESGtoolkit, EventStudy, FactoClass, factoextra, Factoshiny, fbroc, fishmove, flowDiv, forestmodel, FourCSeq, fpp2, freqparcoord, frequency, FunciSNP, FunnelPlotR, gapfill, GARS, gcerisk, GENEAsphere, genlogis, genomeplot, GenomicOZone, geotoolsR, gespeR, ggallin, ggalluvial, GGally, ggalt, gganimate, ggbeeswarm, ggbio, ggbuildr, ggcharts, ggcorrplot, ggcyto, ggdag, ggdemetra, ggedit, ggetho, ggfocus, ggforce, ggformula, ggfortify, ggghost, gggibbous, gghalves, gghighlight, ggimage, gginnards, gglorenz, ggmap, ggmcmc, ggmosaic, ggnetwork, ggparallel, ggparty, ggpmisc, ggpol, ggpolypath, ggpubr, ggraph, ggraptR, ggrepel, ggROC, ggseas, ggsn, ggspectra, ggswissmaps, ggtern, ggTimeSeries, ggvoronoi, ggwordcloud, GOplot, gpmap, granovaGG, GRENITS, GSCA, gsDesign, gstar, Guitar, gwdegree, h5vc, HCmodelSets, HiLDA, Hmisc, HRM, hyperSpec, iarm, iBMQ, iCARH, iCellR, ICtest, idm, ifaTools, IMAS, immunarch, infinitefactor, inlabru, InSilicoVA, interplot, ioanalysis, IsoformSwitchAnalyzeR, itan, itemanalysis, iteremoval, IVAS, kayadata, LambertW, lavaSearch2, lcc, learnstats, likeLTD, likert, LinkHD, listdtr, llbayesireg, lmms, logihist, longRPart2, lsbclust, malariaAtlas, maser, MCAvariants, mccf1, MCMC.OTU, MCMC.qpcr, mcprofile, metacart, metaforest, meteogRam, methimpute, methylumi, mgcViz, mhtboot, microbiome, MicroNiche, MIMOSA, MinEDfind, MineICA, Mirsynergy, missRows, MIXFIM, mixKernel, mixOmics, MLSeq, mlxR, mnreadR, monocle, MortalityTables, motoRneuron, mrfDepth, mrMLM, mrMLM.GUI, multilevelPSA, MultisiteMediation, mutSignatures, NBLDA, NeatMap, NetworkChange, ngsReports, NIRStat, nonmem2R, oceanwaves, optimos.prime, orgR, OriGen, overlapping, PairedData, pAnalysis, PASenseWear, PASWR2, pathVar, pauwels2014, PAWL, PCAtools, PedCNV, pequod, perry, personalized, perspectev, phase1PRMD, phase1RMD, phenModel, phenoTest, phyloseqGraphTest, Pi, pitchRx, pkggraph, PKreport, plantecowrap, PlasmaMutationDetector, plothelper, plotly, plotROC, pointRes, PortfolioEffectHFT, PPInfer, PPtreeViz, precintcon, PRISMA, ProbBayes, profileR, PupillometryR, qad, qqplotr, qrqc, quadrupen, QualInt, quickpsy, rabhit, radiant.data, RAM, randomizeR, RATest, RatingScaleReduction, RcmdrPlugin.KMggplot2, RDAVIDWebService, recoup, reinsureR, Repliscope, rise, rms, RNAseqNet, RNASeqR, RnBeads, Rnits, robCompositions, robmed, robustHD, rorutadis, RpeakChrom, Rqc, rrecsys, RSA, rSEA, rstan, rtip, rwty, samExploreR, savR, scAlign, scater, scatterpie, schex, scoper, scPipe, SDLfilter, sdStaf, season, SEERaBomb, selfea, sensiPhy, seqsetvis, SetMethods, sglr, shazam, shinySIR, simmer.plot, simmr, SmarterPoland, SMFI5, soc.ca, SparseFactorAnalysis, sparsereg, spatialClust, SPEI, spqn, sprm, ssviz, staRdom, statVisual, SubgrpID, sugrrants, SummarizedBenchmark, survminer, swa, SWMPr, synlet, synthpop, TarSeqQC, TcGSA, tcR, tdr, texmex, texteffect, tigger, timeline, TissueEnrich, TPD, TreeDep, TriMatch, TripleR, tspmeta, useful, ushr, varian, variancePartition, vdg, vrcp, waffle, weightr, WRTDStidal, xkcd, Xplortext, xpose, YAPSA, zooaRch
Reverse imports: ABACUS, ABHgenotypeR, abseqR, abstractr, acc, accSDA, ACDm, ACE, activPAL, actogrammr, ADAMgui, adapr, adaptiveGPCA, add2ggplot, adegenet, admixturegraph, ADMMsigma, advclust, adventr, AeRobiology, affycoretools, AFM, agriTutorial, agroclim, agrostab, ahnr, AID, aimPlot, akc, akmedoids, alevinQC, alignfigR, allestimates, AlphaBeta, alphahull, AlphaPart, ALPS, AMARETTO, ammistability, aMNLFA, AMPLE, amplican, analysisPipelines, Anaquin, AnglerCreelSurveySimulation, animalcules, AnimalHabitatNetwork, animaltracker, ANN2, annotatr, ANOM, anomalize, anomaly, ANOVAIREVA, aoristic, APAlyzer, apexcharter, APIS, aplot, apyramid, ArchaeoPhases, arena2r, artMS, ASICS, aslib, ASpediaFI, asremlPlus, AssetCorr, ASSIGN, assignPOP, asVPC, atSNP, auditor, augmentedRCBD, autocogs, autoimage, autoplotly, autoTS, azuremlsdk, BaalChIP, BACA, BacArena, BACCT, backShift, baggr, balance, bamdit, BANDITS, banter, basecallQC, BASiCS, basket, BAwiR, baycn, bayes4psy, bayesAB, bayesammi, BayesCTDesign, bayesdfa, BayesFM, BayesianFROC, BayesMallows, bayesplot, BayesPostEst, Bayesrel, BayesRS, BayesSenMC, BayesSurvival, bayesvl, baystability, BBEST, bbsBayes, Bchron, Bclim, bcrm, BDEsize, bdl, bdscale, bdvis, bea.R, beadarray, beadplexr, BEARscc, beats, beezdemand, behaviorchange, BENMMI, bestSDP, BetaPASS, BETS, BeyondBenford, BGGM, BGPhazard, bibliometrix, biclust, BIGL, bigPint, bigsnpr, bigstatsr, bikm1, billboarder, BinarybalancedCut, binsreg, bioassays, BiocOncoTK, bioinactivation, BioMM, biomod2, BioNetStat, bioOED, BioPET, BioPETsurv, bioRad, BioStatR, biotmle, biscale, blandr, blkbox, BloodCancerMultiOmics2017, blorr, BLRShiny, blscrapeR, bmlm, bmmix, bnma, BNPdensity, BNPmix, BNSP, BPEC, BPRMeth, brainflowprobes, brainGraph, branchpointer, breakDown, breakpoint, breakpointR, breathtestcore, brickr, bridger2, brms, broman, brt, bsam, bsamGP, BSL, bssm, BTdecayLasso, BTSPAS, BubbleTree, bulletr, burnr, BUSpaRse, bwsTools, CA3variants, CAFE, caffsim, CAGEr, CAinterprTools, CAISEr, CALF, CalibratR, CAnD, capm, carat, CARBayesST, caretEnsemble, CARNIVAL, cartograflow, cartools, casebase, casino, cassandRa, CAST, cat.dt, CATALYST, catenary, CausalImpact, CAvariants, CAWaR, CB2, cbar, ccostr, cdom, celaref, celda, cellity, CellMixS, CellTrails, cellWise, CEMiTool, CensMFM, ceRNAnetsim, CeTF, cgmanalysis, CGPfunctions, ChainLadder, ChAMP, changepoint.mv, ChannelAttributionApp, ChaosGame, chartql, ChemmineR, chest, chillR, ChIPexoQual, ChIPseeker, ChIPSeqSpike, cholera, choroplethr, choroplethrAdmin1, chromVAR, cicero, CINNA, circRNAprofiler, CircSpaceTime, circumplex, CiteFuse, clhs, clickstream, clifro, ClimClass, clinDR, ClinicalUtilityRecal, CLONETv2, CluMP, CluMSID, ClussCluster, clustcurv, Clustering, ClusterR, clustifyr, clustMD, clustree, clustringr, CLVTools, cmaesr, CMapViz, cnaOpt, CNEr, CNVPanelizer, coalitions, cobalt, cocktailApp, COCOA, cocoreg, cofeatureR, cogmapr, coinmarketcapr, Coinprofile, CollapsABEL, CollapseLevels, collector, coloc, colorBlindness, colorist, colormap, colorpatch, colourpicker, combi, CommT, compcodeR, CompGO, complmrob, concurve, condvis2, CONFESS, confidence, ConfoundedMeta, confoundr, Conigrave, conjoint, ConsReg, contiBAIT, contribution, convergEU, cooccur, coopProductGame, CoordinateCleaner, CopulaDTA, coRdon, corporaexplorer, correlationfunnel, corrgrapher, corrr, coseq, cosinor, cosinor2, countfitteR, countsimQC, countyfloods, countyweather, coveffectsplot, cowbell, cowplot, coxed, coxrt, cplm, cpr, cprobit, cpvSNP, cranly, creditmodel, cregg, cRegulome, cricketr, crmReg, crossmeta, crplyr, csa, csabounds, CSSQ, CSTools, ctgGEM, cTRAP, ctsGE, cutoffR, cutpointr, CVglasso, cvms, cytofast, cytometree, dabestr, dad, dada2, DALEX, DALEXtra, DAMEfinder, DAMisc, dann, DAPAR, darksky, dartR, DataExplorer, dataMaid, DataVisualizations, dbplot, dccvalidator, DCD, DChIPRep, ddpcr, ddPCRclust, deaR, dearseq, debrowser, DeCAFS, DecisionAnalysis, decisionSupport, deco, decontam, deepdep, DEGreport, DeLorean, deltaCaptureC, DeMixT, dendextend, dendroTools, densityClust, DEP, DepecheR, derfinderPlot, describedata, DescribeDisplay, descriptr, DESeq2, desplot, destiny, DEsubs, detectRUNS, detzrcr, dextergui, dfConn, DFIT, dfmeta, dfoliatR, Dforest, dfped, dfpk, DGM, dgo, diagis, DIAlignR, DiallelAnalysisR, diceR, did, dief, DiffBind, diffloop, difNLR, DiPALM, dirichletprocess, disaggregation, discharge, disco, DiscoRhythm, discourseGT, discoveR, disto, distreg.vis, DistributionOptimization, diveRsity, DiversityOccupancy, DLMtool, dlookr, dlstats, dmai, dMod, dmrseq, docxtools, doremi, Doscheda, DOSE, dosedesignR, dr4pl, drawProteins, DRIMSeq, DriveML, DRomics, drugCombo, ds4psy, dsa, DSAIDE, DSAIRM, dslabs, dsm, DstarM, DTR, dtwclust, Dune, DuoClustering2018, DVHmetrics, dvmisc, DynNom, dynRB, dynsim, dynsurv, E4tools, easyalluvial, EasyHTMLReport, ebirdst, ecd, EcoDiet, EcoGenetics, ecolottery, EcoNetGen, ecr, EDA, eda4treeR, edeaR, edina, EDOIF, edstan, eechidna, eegc, EEM, EFA.MRFA, effectFusion, EffectLiteR, effectR, ega, egcm, EGSEA, EIX, EleChemr, ELMER, EMAtools, EmbedSOM, emdi, EMDomics, EMMIXgene, emojifont, EmpiricalCalibration, emstreeR, endtoend, enetLTS, EnMCB, enpls, enrichplot, enrichTF, ensr, envalysis, EnvStats, eoffice, EpiDynamics, EpiEstim, epiflows, EpiModel, epiphy, EpiReport, episensr, episheet, EpiSignalDetection, epos, erma, ERSA, ERSSA, eRTG3D, esATAC, esmisc, esquisse, ESTER, EstimateGroupNetwork, esvis, ethnobotanyR, EvaluateCore, evaluator, EValue, evaluomeR, EventDetectGUI, EventDetectR, evolqg, EvolutionaryGames, Evomorph, evoper, ewoc, exomePeak2, ExPanDaR, explor, explore, ExploreModelMatrix, exploreR, expose, exPrior, exreport, exuber, eyetrackingR, ez, ezCutoffs, ezmmek, ezplot, ezsim, fabletools, fabMix, FactoInvestigate, FactoMineR, factorMerger, fairness, FAOSTAT, fasstr, fastqcr, fastR2, fastshap, fastStat, FCBF, fCCAC, fcm, fcoex, FCPS, fdANOVA, fdistr, fdq, feasts, FeatureImpCluster, fence, FEprovideR, fergm, fgeo.plot, Fgmutils, fgsea, fic, fieldRS, finalfit, FinCal, FindMyFriends, findviews, fingerPro, fingertipscharts, firebehavioR, fishualize, FitUltD, fitur, flair, flashlight, FLightR, flowAI, flowCHIC, flowSpecs, flowSpy, flowWorkspace, FMradio, fmriqa, foieGras, FoldGO, fontHind, fontMPlus, foodingraph, forecast, ForecastComb, forecastHybrid, forecastML, ForecastTB, foreSIGHT, forestChange, forestinventory, forestmangr, forestr, forestRK, fpp3, frailtyEM, frailtySurv, FRASER, FreqProf, frequentdirections, FRK, fsdaR, fSRM, FunciSNP, funModeling, funnelR, futureheatwaves, fuzzyforest, G2Sd, GADMTools, gama, gameofthrones, gastempt, GCalignR, gCrisprTools, GDAtools, GDCRNATools, GDINA, GEM, gemini, gen5helper, genBaRcode, genBart, GeneAccord, GeneralizedUmatrix, GeneTonic, genogeographer, genomation, GenomicInteractions, genotypeeval, genpwr, GenVisR, geofacet, GeomComb, geomerge, geouy, geoviz, geozoning, GerminaR, germinationmetrics, GET, getmstatistic, getTBinR, gfcanalysis, gfer, gfoRmula, gg.gap, ggasym, ggBubbles, ggbump, ggChernoff, ggconf, ggdark, ggdendro, ggdistribute, ggdmc, ggeasy, GGEBiplots, ggenealogy, ggExtra, ggfan, ggfittext, gggenes, ggguitar, gghalfnorm, ggimg, gginference, ggiraph, ggiraphExtra, ggjoy, gglogo, ggloop, ggmsa, ggmuller, ggnewscale, ggnormalviolin, ggnuplot, ggpacman, ggpage, ggparliament, ggperiodic, ggplot.multistats, ggplotAssist, ggplotgui, ggplotify, ggplotlyExtra, ggPMX, ggpointdensity, ggpval, ggQC, ggQQunif, ggquickeda, ggquiver, ggRandomForests, ggrasp, ggResidpanel, ggridges, ggrisk, ggsci, ggseqlogo, ggsignif, ggsoccer, ggsolvencyii, ggsom, ggspatial, ggstance, ggstar, ggstatsplot, ggstudent, ggtext, ggThemeAssist, ggthemes, GGtools, ggtree, ggupset, ggVennDiagram, GJRM, GladiaTOX, glancedata, glmaag, glmmfields, GlmSimulatoR, glmSparseNet, gluvarpro, GmAMisc, gMOIP, GMSimpute, GNET2, GOexpress, GofKmt, GOsummaries, GOTHiC, GPA, gppm, gprofiler2, gQTLstats, grabsampling, grainscape, graper, graph4lg, grapherator, GraphPCA, gratia, gravitas, greport, gridsampler, GRmetrics, growfunctions, growthPheno, gscaLCA, GSE, GSparO, gsynth, gt, gtrendsR, GuessCompx, guiplot, gunsales, gwascat, GWASinspector, gWQS, gWQSRS, HaDeX, hagis, haldensify, Hapi, harrypotter, hBayesDM, hdm, hdme, hdnom, hdrcde, healthcareai, heatmaply, heatwaveR, heemod, helda, helixvis, heuristicsmineR, hexSticker, hhi, hiAnnotator, HiCBricks, HiCcompare, hierarchicalDS, hierarchicalSets, HierDpart, HighDimOut, hilldiv, hindex, HIPPO, HistDAWass, hJAM, HLMdiag, HMP, Hmsc, hopbyhop, HoRM, horserule, HPAanalyze, hpiR, hrbrthemes, HS, hsstan, HTSSIP, hurricaneexposure, hybridModels, hydraulics, hydroToolkit, hyfo, hypeR, IAPWS95, IAT, ibmdbR, iBreakDown, icetea, iCNV, iCOBRA, IDE, ideal, ideamdb, idmodelr, idr2d, IETD, igate, IHWpaper, imageData, imbalance, Imetagene, iml, immuneSIM, ImmuneSpaceR, IMP, implicitMeasures, ImpulseDE2, imputeTestbench, imsig, IncDTW, incidence, incR, inctools, IncucyteDRC, iNEXT, infer, infercnv, influenceAUC, Information, InformationValue, ingredients, inspectdf, insurancerating, InTAD, IntClust, IntegratedJM, IntegratedMRF, intensity.analysis, interactions, interactiveDisplay, interflex, intsvy, inventorize, iNZightTS, IOHanalyzer, IONiseR, ipfr, ipft, iprior, IPV, Irescale, irtplay, iSEE, iSEEu, isobar, isomiRs, ISRaD, iSTATS, ITNr, its.analysis, ivmodel, ivygapSE, iWISA, jarbes, jcext, jcolors, jmv, joineRmeta, joineRML, jrt, jskm, jsmodule, jtools, JWileymisc, kaos, kdetrees, KEGGprofile, kendallRandomWalks, keyATM, kgschart, kissDE, kmed, KnowSeq, konfound, KraljicMatrix, kuniezu, L0Learn, l1kdeconv, labsimplex, LANDD, landscapemetrics, landscapetools, lans2r, latte, lazytrade, LBSPR, lcars, ldatuning, ldhmm, LedPred, lemon, levi, LexisPlotR, lg, lifelogr, LilRhino, lime, LINC, lindia, LineagePulse, linear.tools, lineqGPR, linkspotter, Linnorm, lipidomeR, lipidr, litteR, live, llama, LLSR, lmerTest, localICE, localModel, LocFDRPois, loewesadditivity, LOGAN, logisticPCA, Logolas, lolog, longitudinalcascade, loose.rock, lpdensity, lpirfs, LPRelevance, lsl, lslx, lspartition, lvplot, LymphoSeq, m2b, M3C, Maaslin2, MachineLearning, MachineShop, MACSQuantifyR, mafs, MAGeCKFlute, MAINT.Data, manhattanly, manhplot, manymodelr, mapcan, mapr, MarketMatching, Markovchart, marmap, MAST, matricks, mau, MAVIS, MaxentVariableSelection, MBQN, MCbiclust, mcmcabn, mcMST, Mcomp, mcp, mCSEA, mcStats, mcvis, mdapack, MDBED, mdp, mdpeer, mdsr, MEAL, meaRtools, medfate, MEDITS, medmod, MEGENA, mekko, Melissa, meltt, mem, memapp, meme, memery, memoria, MendelianRandomization, merTools, MESS, messina, MetabolicSurv, MetaboList, metabomxtr, metacoder, MetaComp, MetaCyto, metagam, metagen, metagene, metagene2, MetaIntegrator, MetaLonDA, metamicrobiomeR, metamisc, metaMix, metan, metaplot, metaplotr, metapower, metaviz, MetaVolcanoR, MetCirc, Methplot, methrix, MethylAid, methylGSA, methylInheritance, MethylMix, methyvim, metR, mfa, mfbvar, mFLICA, MHMM, miceRanger, microbiomeDASim, MicrobiotaProcess, microhaplot, micromap, microplot, microsamplingDesign, MIGSA, MIMSunit, mineCitrus, MIRA, MiRAnorm, mirIntegrator, miscset, missCompare, missingHE, missMDA, missSBM, mistral, mitch, miWQS, mixR, MixSIAR, mizer, MKdescr, MKinfer, MKmisc, MKpower, mlergm, MLeval, mlmc, mlr, mlr3viz, MLZ, MMDiff2, mmetrics, MMRcaseselection, MMUPHin, MMVBVS, MobileTrigger, model4you, modeldb, modelDown, modelgrid, modelplotr, moderndive, ModStatR, MOFA, MOMA, momentuHMM, Momocs, morse, mosaic, mosaicModel, MOSim, motifStack, mousetrap, moveHMM, moveVis, mplot, MplusAutomation, mpMap2, mpoly, mppR, MPTmultiverse, mrf2d, MRFcov, MRMR, MRReg, MSCMT, msgbsR, MSnbase, MSPRT, msPurity, MSstats, MSstatsQC, MSstatsSampleSize, MSstatsTMT, mtconnectR, MUACz, mudata2, mudfold, muHVT, multdyn, MultiDataSet, multiDimBio, multilevelTools, MultiMeta, multipanelfigure, muscat, MutationalPatterns, mvdalab, MVNtestchar, MWASTools, myTAI, NACHO, nandb, naniar, NBSplice, NCA, ncappc, neatmaps, neatStats, netDx, netgen, nethet, netjack, netmeta, netprioR, netresponse, NetworkExtinction, NetworkInference, networkreporting, NetworkRiskMeasures, networktools, NeuralNetTools, NeuralSens, neuromplex, neuropsychology, neutralitytestr, NFP, nhdR, nhstplot, nima, nlmixr, nlstimedist, NMADiagT, NMAoutlier, nmathresh, NMF, nnTensor, noaastormevents, nonet, NoRCE, nord, NormalyzerDE, nparACT, NPflow, nph, npregfast, nprobust, nucleR, nullabor, NutrienTrackeR, oaPlots, oaxaca, obAnalytics, obliqueRSF, oceanis, oddsratio, oddstream, olsrr, omicRexposome, OmicsLonDA, OMICsPCA, OmicsPLS, omu, Onassis, OncoBayes2, oncomix, OncoSimulR, oncrawlR, onemap, onewaytests, oolong, OpasnetUtils, openEBGM, OpenLand, openPrimeR, OpenStreetMap, openVA, oppr, oppti, opticskxi, OptimClassifier, optiRum, optweight, ordinalForest, orf, ORFik, ormPlot, osmplotr, OTclust, otsad, otvPlots, outbreaker2, OutlierDetection, OutliersO3, OUTRIDER, pa, PAC, packageRank, pacotest, PAFway, palaeoSig, paleofire, pammtools, pandaR, PanelMatch, panelr, panelvar, panelView, ParallelTree, paramhetero, ParBayesianOptimization, parmsurvfit, partialAR, partialCI, partition, PAST, patchwork, pathfindR, PathoStat, paths, patPRO, patternplot, PAutilities, pcadapt, PCADSC, pcaExplorer, PCMBase, pcr, PDN, pdp, peakPantheR, pedquant, pems.utils, penaltyLearning, PepsNMR, pepStat, PERFect, performanceEstimation, periscope, permubiome, permutes, perturbatr, perturbR, petro.One, PGA, PGRdup, phantasus, PharmacoGx, phateR, phemd, phenofit, phenopath, PhenotypeSimulator, PhenStat, philr, Phxnlme, PhyInformR, phylopath, PhyloProfile, phyloseq, pid, pimeta, pinbasic, pipe.design, pirate, piratings, PKPDmisc, pksensi, planar, Plasmidprofiler, platetools, plethy, plinkQC, PLMIX, PLNmodels, plot3logit, plotdap, plotGMM, plotGrouper, plotluck, plotMElm, PlotPrjNetworks, plotrr, plsr, pltesim, pmc, pmp, pmpp, pmxTools, POCRE, pogit, pogos, pointblank, PointFore, polAr, polaroid, politeness, polypoly, pompom, pooling, PopED, PopGenReport, poppr, popsom, populationPDXdesign, portfolioBacktest, postDoubleR, PosteriorBootstrap, pould, POUMM, powdR, powerbydesign, PowerExplorer, ppcSpatial, ppgmmga, PPQplan, prcbench, prcr, precisely, PrecisionTrialDrawer, precrec, predict3d, predictionInterval, predictmeans, PredPsych, preference, PReMiuM, prevR, pRF, primerTree, prism, Prize, proBatch, processmapR, processmonitR, processR, productplots, progeny, ProjectionBasedClustering, projections, projectR, projpred, pRoloc, pRolocGUI, prophet, proportion, propr, protag, proteomics, ProteoMM, pscore, psda, psfmi, psichomics, PSLM2015, PSweight, psychmeta, psycho, psychonetrics, psygenet2r, psyosphere, PTXQC, pubh, PublicationBias, PubScore, PUlasso, pulsedSilac, pulseTD, PupilPre, PureCN, pvaluefunctions, pwrEWAS, qcapower, QCAtools, qckitfastq, qcQpcr, QCSimulator, qdap, qgcomp, qgraph, qicharts, qicharts2, qPLEXanalyzer, qrqc, qsort, qte, qtl2pleio, quantable, quanteda, quanteda.textmodels, quantkriging, quantro, QuantumClone, quickPlot, quickReg, quokar, qvalue, qwraps2, R2019nCoV, r2glmm, R3CPET, r4lineups, RaceID, radiant.basics, radiant.model, radiant.multivariate, radsafer, Radviz, rags2ridges, rai, rainette, randomForestExplainer, randomUniformForest, rangeMapper, raptr, Rariant, rasterly, Rata, ratPASTA, rattle, rawKS, RBesT, rbin, rbison, RBMRB, rbokeh, Rcan, rcartocolor, RCAS, rcellminer, rCGH, rchess, RclusTool, RCM, RcmdrPlugin.FuzzyClust, RCT, rddensity, rdmulti, rdrobust, RDS, rdtLite, ReactomeGSA, ReactomePA, receptLoss, reconsi, RecordTest, reda, refund, refund.shiny, reghelper, registr, regressoR, regrrr, RegularizedSCA, ReinforcementLearning, RelimpPCR, Replicate, replicationInterval, ReportingTools, reproducer, rerddapXtracto, reReg, rexposome, rFIA, rfigshare, rfisheries, rfishnet2, rfm, rfPermute, rfVarImpOOB, rgbif, rGEDI, RGraphics, rhierbaps, RHMS, ri2, RiboProfiling, ribor, ribosomeProfilingQC, RIdeogram, Riex, RImagePalette, Rirt, riskRegression, RITAN, RIVER, RJafroc, rKIN, rKolada, RKorAPClient, rlfsm, Rmagic, RmarineHeatWaves, rmcfs, rmetalog, RMixtComp, RMixtCompUtilities, Rmst, rmweather, RNAAgeCalc, RNAdecay, RNAmodR, RNAsense, Rnmr1D, rnoaa, RNRCS, rnrfa, Rnumerai, robin, robis, RobStatTM, robustlmm, robustMVMR, robustSingleCell, robvis, rolypoly, roptions, rosetta, rotations, Routliers, rphylopic, rplos, RPPanalyzer, rprev, Rprofet, rpsftm, rreg, rrepast, rrpack, rrr, RRRR, rrtable, rrvgo, RSAlgaeR, RSCAT, RSDA, rsimsum, rsleep, Rsmlx, rsMove, rSQM, RSSL, rstanarm, rstanemax, rstap, RStoolbox, RSwissMaps, RTCGA, rtemps, rties, rtimicropem, RTL, RTNsurvival, rtrek, RtutoR, ruin, rusk, ruv, RVenn, rvertnet, rWBclimate, RxODE, ryouready, saeRobust, saeSim, sampleClassifier, santaR, saotd, sapfluxnetr, SBMSplitMerge, sbpiper, SC3, scatr, scattermore, scBFA, scClassify, scDblFinder, scDD, scFeatureFilter, SCGLR, scGPS, scholar, scHOT, schrute, scmamp, scmap, scMappR, SCnorm, Sconify, scorecard, scorecardModelUtils, SCORPIUS, SCPME, scRNAtools, scruff, scsR, scTensor, SCtools, sctransform, SCVA, sdcMicro, sdglinkage, SDMtune, SECFISH, see, seeds, segclust2d, SemNeT, semtree, sensitivity, sensitivityCalibration, sensobol, SensoMineR, SensusR, SentimentAnalysis, sentimentr, sentometrics, seqCAT, seqcombo, SeqFeatR, SeqNet, seqplots, SeqSQC, sesame, Seurat, sgd, sglg, sgmodel, sGMRFmix, shadowtext, SHAPforxgboost, shapper, SHELF, shinipsum, ShinyItemAnalysis, shinyKGode, shinyloadtest, shinyML, shinyrecap, shinystan, shinyypr, ShortForm, SIBER, sicegar, sidier, SigFuge, sights, sigminer, Signac, signatureSearch, siland, sim2Dpredictr, SIMAT, SimBIID, SimCorrMix, SimMultiCorrData, simPH, simplecolors, simplevis, simplexdesign, simrel, sincell, singleCellTK, singscore, sirus, sismonr, SISPA, SixSigma, sjPlot, skewlmm, skynet, slackr, slalom, sleepwalk, SLEMI, SmartEDA, smartR, SMITE, SMITIDstruct, smoof, smpic, snahelper, snfa, snht, snpEnrichment, SNPhood, sNPLS, sobir, soGGi, soilcarbon, sojourner, SomaticSignatures, sonicscrewdriver, sorvi, SoupX, SpaCCr, Spaniel, SparseSignatures, sparsevar, SpatialBall, SpatialCPie, SpatialEpiApp, spatialLIBD, spatialrisk, spatialwarnings, spcosa, speaq, specr, spectacles, spectralAnalysis, Spectrum, spef, spFSR, spicyR, SpidermiR, spikeSlabGAM, spind, spinebil, spinifex, splatter, splinetree, SPLINTER, splithalf, spmoran, spongecake, spork, sport, SPOT, sppmix, spreadr, SPUTNIK, squid, sRACIPE, ss3sim, SSDM, ssdtools, ssMousetrack, SSP, sssc, stability, StabilizedRegression, StarBioTrek, starma, statar, statcheck, statebins, STATegRa, statgenGWAS, statgenSTA, StatRank, statsr, steemr, StempCens, stminsights, STMotif, stormwindmodel, stpp, strand, strandCheckR, strataG, StratifiedMedicine, STraTUS, stray, StroupGLMM, structToolbox, strvalidator, studentlife, stUPscales, SubCellBarCode, SubgrPlots, subSeq, subtee, suddengains, SUMMER, superheat, Superpower, sure, SurvBoost, surveydata, surveysd, survivalAnalysis, survMisc, survParamSim, survSens, survtmle, survutils, survxai, sValues, SVAPLSseq, svars, SVMMaj, SWATH2stats, swfscMisc, SWIM, SwimmeR, swissparl, switchde, SWMPrExtension, synergyfinder, synoptReg, sysid, systemPipeR, tabr, tabula, tadaatoolbox, tashu, TBSignatureProfiler, TCGAbiolinks, TCGAbiolinksGUI, tcgsaseq, TCseq, TDAstats, teachingApps, tealeaves, TEAM, teamcolors, telefit, TELP, Tendril, tensorBSS, testcorr, TestDimorph, tetraclasse, TextForecast, themetagenomics, thief, thinkr, tidybayes, tidydice, tidyLPA, tidyMicro, tidymodels, tidymv, tidyposterior, tidyquant, tidyUSDA, tidyverse, tigerstats, timelineR, timelineS, timeOmics, TimerQuant, TimeSeriesExperiment, timetk, TITAN2, TLMoments, tmt, TNBC.CMS, toolmaRk, TooManyCellsR, topconfects, topdownr, TOSTER, toxEval, TPP, TPP2D, trackeR, trackr, tradeSeq, transcriptogramer, transcriptR, transite, transmem, TreatmentSelection, treeclim, treeDA, treefit, treemap, treemapify, trekcolors, trelliscopejs, trialr, tricolore, trinROC, tRNA, tRophicPosition, TSCAN, tscR, TSCS, tsfgrnn, tsfknn, tsiR, TSMining, TSS.RESTREND, TSsmoothing, tsviz, tune, tvm, TVMM, TVTB, tvthemes, tweet2r, twoddpcr, ubiquity, UCSCXenaShiny, ufs, ukbtools, Ularcirc, Umatrix, umx, UncDecomp, unikn, UniprotR, universalmotif, updog, uplifteval, UpSetR, userfriendlyscience, utile.visuals, VALERIE, valr, valuer, vanddraabe, vanquish, VarSelLCM, VDAP, VennDetail, VetResearchLMM, vhcub, vici, vidger, vip, viridis, viromeBrowser, virtualPollen, visdat, ViSEAGO, ViSiElse, vistime, vistributions, visvow, vivo, VLTimeCausality, vmd, vmsbase, volcano3D, vortexR, voteogram, voxel, vpc, vqtl, vsn, VWPre, wactor, wakefield, walker, walrus, waterfalls, wavClusteR, webr, WeightIt, weitrix, wevid, wgaim, whatr, whoa, wiggleplotr, wikipediatrend, wilson, windfarmGA, wppExplorer, wql, WRSS, WVPlots, x.ent, XBSeq, XCIR, Xeva, xgxr, XINA, xmrr, xpose.nlmixr, xray, xsp, xspliner, xxIRT, yamlet, yorkr, ypr, YRmisc, yuimaGUI, zebu, zFactor, zFPKM, ZipRadius, zonator, zooaRchGUI, ztype
Reverse suggests: abctools, abd, activityCounts, AdaptGauss, adept, adklakedata, afex, agridat, ahpsurvey, aire.zmvm, airt, ALA4R, alfred, ameco, AmpGram, AMR, amt, anglr, antaresViz, ar.matrix, archetypes, archivist, arcos, ARPobservation, ARTool, ashr, automap, automultinomial, autothresholdr, av, babette, bacondecomp, ballr, bang, baRulho, BAS, base2grob, BatchGetSymbols, bayesbio, bayestestR, bbmle, bcdata, BCEA, bcmaps, bcp, beautier, belg, bench, benchmarkfdrData2019, benchmarkme, benchr, benthos, bfw, bib2df, BiDimRegression, binom, binomialMix, bioassayR, biobroom, biogas, biogram, Bioi, bioset, BioTIP, BIS, bisect, bitmexr, BlandAltmanLeh, blastula, blockCV, blockRAR, BMRSr, bodenmiller, BOJ, bomrang, borrowr, breathteststan, BRGenomics, bridgedist, broom, broom.mixed, broomExtra, brotli, brunnermunzel, BSDA, bulletcp, c14bazAAR, cancensus, cansim, CarletonStats, cate, CellBench, cellHTS2, celltrackR, Census2016, CGGP, cheatR, checkmate, childsds, chilemapas, ChillModels, choroplethrMaps, chorrrds, chron, civis, ClassifyR, CLLmethylation, clusterfly, clusternomics, ClusterSignificance, ClustImpute, codingMatrices, codyn, collapse, colorednoise, colorspace, comparer, COMPASS, compboost, comtradr, congressbr, consensusOV, consensusSeekeR, constellation, contextual, contoureR, ContourFunctions, contrast, CoRegFlux, CornerstoneR, correlation, countytimezones, covafillr, covid19nytimes, CPAT, crandep, crawl, CropDetectR, CrossICC, CrossScreening, crosstalk, cSEM, csp, ctDNAtools, curatedAdipoChIP, curatedAdipoRNA, curatedMetagenomicData, customLayout, cusum, cvequality, cvxclustr, Cyclops, czechrates, dalmatian, dams, danstat, dataresqc, datarobot, datasauRus, daymetr, DeclareDesign, deconvolveR, DeepBlueR, deGradInfer, denvax, depmap, derfinder, derivmkts, detrendr, dexter, dexterMST, DGCA, DGVM3D, dielectric, diffuStats, dimRed, dint, DirectEffects, directlabels, disclapmix, discrim, diseq, disk.frame, distinct, distributions3, diyar, dobin, doBy, dodgr, dominanceanalysis, dqshiny, drake, DrBats, dscore, dstack, dynfrail, dynutils, earthtones, EbayesThresh, ecb, Ecfun, echo.find, echor, ecotox, edfReader, edge, eemR, eesim, EFDR, effectsize, EGAnet, eia, embed, emmeans, EMMIXmfa, emuR, enrichwith, eph, epiR, EpiTxDb, eq5d, escalation, esetVis, etl, etm, europepmc, eurostat, evaluate, expss, eyelinker, facerec, factory, fedregs, fermicatsR, FField, fgeo.analyze, fhidata, fingertipsR, fitbitScraper, fitdistrplus, fitHeavyTail, fitzRoy, fivethirtyeight, flacco, flexrsurv, flextable, flowr, flowTime, forcats, forrel, forwards, fourierin, fractional, frequencyConnectedness, frontiles, frost, FSelectorRcpp, funData, funrar, furrowSeg, fuser, FusionLearn, fuzzyjoin, gaiah, ganalytics, GAPGOM, gapminder, gcatest, GDAdata, gear, gender, geneplast, GENESIS, GenoGAM, GenomicDataCommons, genphen, geobr, geodiv, geoknife, GetBCBData, getCRUCLdata, GetDFPData, GetHFData, GetLattesData, GetQuandlData, GetTDData, ggeffects, ggROC, ghibli, ghypernet, gifski, GillespieSSA2, git2rdata, glmGamPoi, glmmTMB, glmpca, glue, googlesheets, graphlayouts, grattan, Greg, gridDebug, gridExtra, GROAN, groupdata2, groupedstats, growthcurver, gsloid, GSODR, gtable, guardianapi, gutenbergr, h2o, hal9001, Haplin, harrietr, hazus, hbbr, HDCytoData, hdfqlr, heddlr, hereR, hesim, heuristica, HIBAG, highcharter, hilbertSimilarity, hIRT, HistData, historydata, HMP16SData, HMP2Data, holodeck, horseshoe, hpa, HTLR, httk, hues, hutils, huxtable, hydrolinks, hydroscoper, hystReet, i2dash, icarus, icr, icrf, idiogramFISH, IgGeneUsage, IGP, IHW, imagefluency, imager, imgrec, imputeFin, installr, InterVA5, ipmisc, ipumsr, irg, isoband, isocat, ivmte, JacobiEigen, jmvcore, JointAI, kamila, kdtools, keras, kergp, kfigr, khroma, kiwisR, knitrBootstrap, KSD, LAGOSNE, Lahman, latex2exp, lda, LDheatmap, ldsr, LEAP, lfa, lgrdata, lillies, lingtypology, lme4, LocalControl, localIV, logitnorm, lognorm, longCatEDA, loo, lotri, LPWC, lspline, ltbayes, lutz, MAc, macleish, MACPET, MAd, maddison, madrat, magick, mapi, mapsapi, mapsFinland, margins, marked, marketr, MARSS, matchingMarkets, matrixStats, matrixStrucTest, matsindf, MBNMAdose, MBNMAtime, medicalrisk, medicare, memor, metagenomeFeatures, MetaStan, methcon5, methylCC, metricsgraphics, mfGARCH, MGLM, miceFast, microbenchmark, milr, mindicador, missMethods, missRanger, mistat, mistr, mixdir, MixMatrix, mlbgameday, mleap, mlogit, mlr3pipelines, mlr3proba, mlrMBO, mmpf, MNLpred, modcmfitr, modelbased, modelr, MODISTools, MOEADr, mongolite, MonteCarlo, moonBook, mortAAR, mosaic.find, mosaicData, mosmafs, move, mrbayes, MrSGUIDE, MSG, MSnID, mthapower, MTLR, MTPS, MultiBD, multiROC, munsell, musica, mwaved, mwshiny, nasapower, nationwider, NBAloveR, NBAMSeq, nc, NestLink, NetMix, netrankr, netSmooth, networkABC, neurobase, nhdplusTools, NHSRdatasets, NitrogenUptake2016, nlraa, nls.multstart, NlsyLinks, nLTT, NNTbiomarker, nntrf, noaaoceans, nomisr, nosoi, NPARC, nprcgenekeepr, npsurvSS, nseval, nzelect, observer, OECD, officedown, officer, ohenery, OmnipathR, opendatatoronto, optimParallel, optiSel, OPWeight, ordinalClust, Organism.dplyr, outcomerate, OVESEG, packcircles, padr, pafdR, pagenum, paletteer, palettetown, pals, pander, parallelDist, parameters, ParamHelpers, paramtest, parcoords, parlitools, parsemsf, parSim, passport, passt, PBImisc, pbixr, pcalg, pcaMethods, pcFactorStan, pct, pder, PDQutils, pdSpecEst, PeakError, PeakSegDisk, PeakSegDP, PeakSegJoint, PeakSegOptimal, peptider, perccalc, PerformanceAnalytics, photobiologyFilters, photobiologyInOut, photobiologyLamps, photobiologyLEDs, photobiologyPlants, photobiologySensors, photobiologySun, photosynthesis, physiology, pivottabler, pkgnet, PKNCA, plotscale, plyranges, politicaldata, pollen, pollster, pollstR, polyRAD, pomp, popEpi, popReconstruct, portalr, povcalnetR, powerlmm, PPforest, pqsfinder, prepplot, prevtoinc, pricesensitivitymeter, probably, pROC, profileplyr, profr, profvis, ProjectTemplate, projmgr, PRROC, PSCBS, psd, pseval, psymonitor, pwr, pxweb, pysd2r, qcmetrics, QSutils, qualmap, qualvar, QuantNorm, queuecomputer, R.SamBada, R2admb, r3PG, R3port, R6, radarBoxplot, ragtop, raincpc, Raquifer, rasterVis, raustats, rayshader, rbefdata, rbi, RcmdrPlugin.MA, RCMIP5, rco, RcppHungarian, RCzechia, rdbnomics, Rdca, rdefra, rdhs, rdi, RDML, rdpla, Rdtq, readabs, recipes, Recon, REddyProc, refuge, regionReport, rem, rerddap, retrodesign, reval, revdbayes, rex, rfordummies, RforProteomics, RGCCA, RGENERATEPREC, rhdf5, Rilostat, riskParityPortfolio, rivr, rmcorr, rmdfiltr, rmdpartials, rmetasim, rnbp, RNOmni, rnpn, robustbase, rODE, Roleswitch, roloc, ropenaq, rpact, rpanel, rpdo, rpf, rPref, Rpvt, RQEntangle, rrd, rrscale, rsample, rsinaica, rsppfp, rstpm2, rsvd, rsvg, rsyncrosim, rtematres, rtf, rtide, RTransferEntropy, rTRM, rtweet, rubias, runstats, rvinecopulib, rzeit2, sadists, safetyGraphics, SAGMM, SAMBA, samc, SamplerCompare, sand, sarks, scales, scanstatistics, scdhlm, scico, scipub, scmeth, scone, scPCA, scry, SDaA, SDEFSR, sdmpredictors, sdmvspecies, seewave, selectKSigs, seqbias, SEtools, sf, sgmcmc, shades, shiny, shinyjqui, shinyWidgets, sigmoid, signnet, signs, SimDesign, simglm, simhelpers, simITS, simstandard, simstudy, simTool, simulator, Single.mTEC.Transcriptomes, SingleCaseES, SingleR, sitmo, SiZer, sjmisc, sjstats, slim, slinky, SMFilter, socialmixr, sociome, socviz, Sofi, soilDB, SomaticCancerAlterations, sotkanet, SourceSet, sparklyr, sparseMVN, spbabel, SPONGE, spongebob, spread, srvyr, SSOSVM, ssPATHS, stabm, starm, stars, states, stats19, statsExpressions, stlcsb, streamDepletr, strider, struct, StructFDR, StructuralVariantAnnotation, sugarbag, SuperLearner, surveillance, swfdr, swmmr, tableone, taipan, TAPseq, taRifx, tbrf, tcensReg, TeachingDemos, testassay, testDriveR, texreg, textplot, TFEA.ChIP, tfestimators, TFutils, themis, tictactoe, tidyBF, tidybulk, tidycat, tidycensus, tidyfst, tidygeocoder, tidyhydat, tidyjson, tidylo, tidync, tidytext, tidytransit, tidyvpc, tidyxl, tigris, tikzDevice, TimeProjection, tint, tmap, Tmisc, totalcensus, tourr, tracerer, trackdf, TrafficBDE, TrajDataMining, tramME, trapezoid, tree.bins, treecm, treedater, treeio, treespace, treestructure, tRNAscanImport, truelies, tsbox, tsfeatures, tsibble, tsibbledata, TSRchitect, TSrepr, tufterhandout, tvgeom, UBL, ukgasapi, ukpolice, unvotes, UsingR, usmap, uSORT, vagalumeR, VancouvR, VariantAnnotation, varTestnlme, vcdExtra, vcfR, vdar, vdiffr, venn, vimp, vinereg, vioplot, vipor, viridisLite, visreg, vlad, volleystat, vroom, VSE, vtree, warbleR, WaveSampling, wbstats, wdpar, weathercan, weibulltools, WeightedROC, wesanderson, whereami, widyr, wikisourcer, wordbankr, WordR, WRS2, wrswoR, wrswoR.benchmark, xaringanthemer, xgb2sql, xgboost, XICOR, XLConnect, yardstick, zinbwave, zoo, zoocat
Reverse enhances: AnalysisPageServer, LOLA, mcaGUI, tis

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