tidyr: Tidy Messy Data

Tools to help to create tidy data, where each column is a variable, each row is an observation, and each cell contains a single value. 'tidyr' contains tools for changing the shape (pivoting) and hierarchy (nesting and 'unnesting') of a dataset, turning deeply nested lists into rectangular data frames ('rectangling'), and extracting values out of string columns. It also includes tools for working with missing values (both implicit and explicit).

Version: 1.3.1
Depends: R (≥ 3.6)
Imports: cli (≥ 3.4.1), dplyr (≥ 1.0.10), glue, lifecycle (≥ 1.0.3), magrittr, purrr (≥ 1.0.1), rlang (≥ 1.1.1), stringr (≥ 1.5.0), tibble (≥ 2.1.1), tidyselect (≥ 1.2.0), utils, vctrs (≥ 0.5.2)
LinkingTo: cpp11 (≥ 0.4.0)
Suggests: covr, data.table, knitr, readr, repurrrsive (≥ 1.1.0), rmarkdown, testthat (≥ 3.0.0)
Published: 2024-01-24
Author: Hadley Wickham [aut, cre], Davis Vaughan [aut], Maximilian Girlich [aut], Kevin Ushey [ctb], Posit Software, PBC [cph, fnd]
Maintainer: Hadley Wickham <hadley at posit.co>
BugReports: https://github.com/tidyverse/tidyr/issues
License: MIT + file LICENSE
URL: https://tidyr.tidyverse.org, https://github.com/tidyverse/tidyr
NeedsCompilation: yes
Materials: README NEWS
In views: MissingData
CRAN checks: tidyr results

Documentation:

Reference manual: tidyr.pdf
Vignettes: In packages
Nested data
Pivoting
Programming with tidyr
Rectangling
Tidy data

Downloads:

Package source: tidyr_1.3.1.tar.gz
Windows binaries: r-devel: tidyr_1.3.1.zip, r-release: tidyr_1.3.1.zip, r-oldrel: tidyr_1.3.1.zip
macOS binaries: r-release (arm64): tidyr_1.3.1.tgz, r-oldrel (arm64): tidyr_1.3.1.tgz, r-release (x86_64): tidyr_1.3.1.tgz, r-oldrel (x86_64): tidyr_1.3.1.tgz
Old sources: tidyr archive

Reverse dependencies:

Reverse depends: BgeeDB, biclustermd, bSi, bunching, diathor, ggmcmc, inti, mnreadR, nplyr, plantecowrap, QurvE, radiant.data, RCPA, Riex, Rtpca, saccadr, sfc, shinySIR, TPP, ushr, VectorCodeR
Reverse imports: abjutils, abstr, academictwitteR, ActFrag, activAnalyzer, activPAL, actogrammr, actxps, adabag, adepro, adheRenceRX, admiral, admiraldev, admiralophtha, admiralvaccine, adobeanalyticsr, adventr, aeddo, AEenrich, AeRobiology, AeroSampleR, afdx, agricolaeplotr, agriutilities, agua, agvgd, AHM, ahpsurvey, AHPWR, AICcPermanova, aihuman, aire.zmvm, airt, alakazam, ale, alfred, alien, allestimates, allofus, alookr, alphavantager, AlpsNMR, amanida, amp, amt, anabel, andurinha, animalcules, animbook, anipaths, annotater, anomalize, anomaly, AnVIL, aoristic, APAlyzer, APCtools, aplotExtra, apmx, applicable, AQEval, AquaticLifeHistory, archiveRetriever, arcpullr, arealDB, arena2r, ARGOS, ARPALData, artMS, arulesViz, ARUtools, ASpli, aspline, auctestr, auk, autoFC, autoGO, autoharp, autoMrP, autonomics, autoReg, AutoScore, autoTS, avidaR, AvInertia, AzureKusto, baguette, baizer, bakR, baldur, bambooHR, bambu, bandle, banffIT, banter, barcodetrackR, bartMan, baseballr, basecallQC, basket, BasketballAnalyzeR, BatchGetSymbols, batchmix, BatchQC, batchtma, BAwiR, bayesammi, BayesianLaterality, BayesianReasoning, BayesMortalityPlus, bayesmove, BayesMultiMode, bayesnec, BayesPostEst, BayesPPDSurv, baystability, bdl, bdlim, beadplexr, beaver, BeeGUTS, beezdiscounting, BENMMI, bennu, bestSDP, betaHMM, bettr, BGPhazard, bibliometrix, biclust, BifactorIndicesCalculator, bigergm, bigtime, BindingSiteFinder, biobroom, bioCancer, BiocFHIR, BiocSet, biodosetools, biogrowth, bioRad, bioregion, bipartiteD3, birdscanR, bistablehistory, bkmr, blackmarbler, bmm, bnmonitor, BNPdensity, BOBaFIT, boiwsa, BOJ, bootnet, bp, bpmnR, BrailleR, breathtestcore, breathteststan, brendaDb, bridger, brisk, brms.mmrm, brokenstick, brolgar, broom, broom.helpers, broom.mixed, bruceR, BRVM, bskyr, bssm, bulkAnalyseR, bulkreadr, bumbl, bupaR, burnr, BUSpaRse, BVARverse, bvhar, bwsTools, c2z, cacc, caffsim, calibmsm, calibrationband, calidad, campsis, CaMutQC, canceR, cancerscreening, capm, card, cards, cardx, care4cmodel, CARNIVAL, carpenter, CaseBasedReasoning, casino, catlearn, catmaply, cats, causact, CB2, CBEA, cBioPortalData, cbioportalR, CBNplot, ccdR, ccml, CCPlotR, ccpsyc, CDCPLACES, CDMConnector, cdom, cdrcR, cellbaseR, CellBench, CellMixS, censcyt, censored, cepumd, ceRNAnetsim, ceRtainty, cesR, cft, CGPfunctions, cheese, chemodiv, chessboard, childsds, chillR, ChIPpeakAnno, choroplethr, chromConverter, ChromSCape, chronochrt, cicero, CIMICE, cimir, CIMTx, CINE, CircSeqAlignTk, circumplex, cities, cjar, cjbart, CKMRpop, ClassifyR, clidatajp, climaemet, clinDR, clinicalsignificance, clockify, cloudos, CLSIEP15, clustermole, clusterProfiler, clustifyr, ClustImpute, cmcR, CNVScope, CoastlineFD, cocktailApp, COCOA, codebook, codebookr, CodelistGenerator, codified, cogena, cogmapr, cohortBuilder, CohortCharacteristics, CohortPlat, cohorts, CohortSurvival, colorist, comapr, combiroc, COMBO, COMIX, compareDF, COMPASS, comperes, CompositeReliability, ComPrAn, concordance, ConfidenceEllipse, confintROB, ConfusionTableR, congress, CoNI, conquestr, ConsRank, conText, contribution, convdistr, convergEU, CopernicusMarine, CopSens, corporaexplorer, correlationfunnel, corrmeta, COTAN, Counternull, countries, countsimQC, coveR2, covid19br, covid19france, covid19tunisia, covid19us, covidcast, covidmx, CoxAIPW, coxed, Coxmos, cpss, CRABS, cricketdata, crimeutils, CRMetrics, cropDemand, cropZoning, crosshap, crossnma, crosstable, crosstalkr, crossurr, CRTspat, crypto2, csodata, CTexploreR, cubble, cuperdec, curatedMetagenomicData, currr, cutpointr, cvap, cvms, CyTOFpower, CytoGLMM, cytominer, czechrates, d3r, dabestr, dados, dafishr, damAOI, daqapo, dar, dartR, dartR.base, dartR.spatial, data.validator, datadictionary, datadogr, dataframeexplorer, DataMetProcess, dataSDA, dataspice, datazoom.amazonia, datos, daymetr, dbGaPCheckup, dbglm, dbplyr, DCEtool, DCLEAR, dcm2, DCPO, deaR, decisionSupport, deconvR, decoupleR, DEGreport, demodelr, DemoKin, dendRoAnalyst, dendroNetwork, DEP, depigner, describedata, descriptr, descstat, desctable, designit, destiny, dexter, dextergui, dexterMST, dfoliatR, DiagrammeR, DIAlignR, dibble, diceR, did, didimputation, diffcyt, diffeR, digiRhythm, digitalDLSorteR, dilp, DImodelsVis, dinoR, disbayes, diseasystore, DisImpact, distillML, disto, distrr, div, dlookr, dm, dmai, DMCfun, dmtools, DNABarcodeCompatibility, dndR, DNH4, do, doBy, dotsViolin, doudpackage, dowser, dplyrAssist, drawProteins, drcte, DrDimont, dreamer, dreamlet, drifter, drpop, DrugExposureDiagnostics, drugprepr, DrugSim2DR, DrugUtilisation, dscore, DSSAT, dst, dtrackr, DTSEA, dumbbell, Dune, DuoClustering2018, dynamic, dynamicSDM, dyngen, dynparam, dynwrap, easier, easyalluvial, easycensus, eatRep, EBASE, ec50estimator, ecan, ech, echoice2, echor, ecocomDP, ECOTOXr, EDCimport, edeaR, EEAaq, EFAtools, EFDR, egor, eHDPrep, eiExpand, EIX, ELMER, emayili, embed, emery, EmiR, emuR, ENMeval, EntropicStatistics, epe4md, eph, epiCleanr, epidata, epifitter, EpiForsk, epikit, EpiMix, EpiReport, epitrix, epocakir, epubr, eq5dsuite, ern, ERSA, esaps, escalation, esem, esmtools, estadistica, ESTER, esvis, eudract, eurlex, euroleaguer, europepmc, eurostat, evinf, evprof, evsim, excel2eprime, ExcelFunctionsR, excessmort, excluder, ExPanDaR, expDB, explainer, explor, ExploreModelMatrix, extraChIPs, extRatum, exuber, eye, eyelinkReader, eyeRead, eyetrackingR, ezEDA, ezmmek, f1dataR, fable, fableCount, fabletools, fabR, factoextra, factR, faersquarterlydata, FairMclus, fakir, famat, FAMetA, farr, fasstr, FAST.R, fastqcr, fastrep, fastRG, fastRhockey, fbar, fcaR, fdacluster, fdapaceShiny, feasts, FedData, fedregs, feltr, fenr, ferrn, ffp, ffscrapr, fgeo.analyze, fido, figma, file2meco, filebin, filibustr, finalfit, FindIT2, findSVI, finetune, finnsurveytext, finnts, fishualize, fitbitr, fitlandr, fitzRoy, fixerapi, FLAMES, flametree, flashier, flashlight, flexlsx, flexsurv, flipbookr, flowchart, flowml, FlowSOM, flowTraceR, FMAT, fmpcloudr, fmriqa, fobitools, foodingraph, forecastML, forensIT, forestecology, forestinventory, forestmangr, forestr, ForIT, FORTLS, FourWayHMM, fpp3, fqar, frenchdata, frostr, fsemipar, FSinR, FSK2R, fst4pg, ftExtra, fude, funcharts, functiondepends, funkycells, funkyheatmap, funneljoin, funspotr, funStatTest, fusen, fuzzyjoin, FuzzyPovertyR, GA4GHshiny, GABB, galah, galigor, galvanizer, gapclosing, gasmodel, GBScleanR, gcplyr, GDPuc, gemma.R, gen5helper, geneHapR, geneplast.data, GeneSelectR, geneticae, GeneTonic, genieBPC, genogeographer, GenomicDataCommons, GenomicPlot, GenoTriplo, geoAr, geocausal, geogenr, geomander, geomultistar, GEOquery, GerminaR, gesttools, GetDFPData2, GetTDData, gfer, gg4way, ggalluvial, GGally, ggarchery, ggautomap, ggblanket, ggbrain, ggbump, ggcleveland, ggedit, ggESDA, ggfacto, ggFishPlots, ggflowchart, ggfortify, ggheatmap, ggHoriPlot, ggip, ggiraphExtra, gglm, ggmap, ggmice, ggmosaic, ggmsa, ggmugs, ggmulti, GGoutlieR, ggpcp, ggpicrust2, ggplate, ggPMX, ggpubr, ggQC, ggquickeda, ggRandomForests, ggsankeyfier, ggsc, ggsector, ggseg, ggseg3d, ggseqplot, ggsolvencyii, ggsom, ggspatial, ggstats, ggstatsplot, ggstream, ggsurvfit, ggtibble, ggtree, ggtreeSpace, GIFT, GillespieSSA2, GimmeMyPlot, GiniDecompLY, gitdown, gitear, gitlabr, GladiaTOX, globaltrends, glottospace, gluvarpro, glycanr, gmgm, gMOIP, goat, gompertztrunc, googleAnalyticsR, gosset, govinfoR, gpbStat, gprofiler2, gptzeror, grafify, GRaNIE, granovaGG, grantham, granulator, graph4lg, graphTweets, gratia, gravitas, gravity, greeks, Greg, gregRy, grizbayr, groupdata2, groupr, grouprar, growthcleanr, GRShiny, grwat, gscramble, gsDesign, gsDesign2, gson, gtexture, gtreg, gtsummary, GUIDEseq, gwaRs, gwasrapidd, gwavr, GWENA, h3jsr, hacksig, HaDeX, halk, handwriter, hansard, harrietr, hbamr, hca, hdImpute, hdpGLM, HDStIM, HDXBoxeR, headliner, healthdb, healthyR.ai, healthyR.data, healthyR.ts, heiscore, hemispheR, hermes, hettx, heuristicsmineR, HicAggR, HiCDCPlus, HiContacts, hidecan, highcharter, HiLDA, himach, historicalborrow, historicalborrowlong, hlaR, hlt, HMDHFDplus, hockeystick, hoopR, hot.deck, HPiP, HS, htmldf, HTSSIP, huito, HuraultMisc, hurricaneexposure, HVT, hydroloom, HYPEtools, i2extras, iadf, IBCF.MTME, IBRtools, ICD10gm, iCNV, IDE, ideamdb, idiogramFISH, idmc, idmodelr, IgGeneUsage, iglu, IGoRRR, ihpdr, immunarch, immunotation, IMP, implicitMeasures, imprinting, imputeREE, imputeTestbench, ImVol, incidence2, IncidencePrevalence, industRial, iNETgrate, iNEXT.beta3D, infer, infercnv, InflectSSP, influxdbr, InjurySeverityScore, injurytools, insane, inspectdf, INSPECTumours, InsuSensCalc, INTACT, intensegRid, InteractionPoweR, InterCellar, interpretCI, inventorize, iNZightTools, iNZightTS, IONiseR, iopspackage, iotables, IPEDS, IPEDSuploadables, ipfr, ipolygrowth, ir, iraceplot, irtrees, ISAnalytics, Isinglandr, isobxr, IsoformSwitchAnalyzeR, isomiRs, isoorbi, isotracer, ISRaD, itdr, itol.toolkit, itraxR, itscalledsoccer, ivo.table, jackstrap, janitor, japanstat, jarbes, jmastats, JohnsonKinaseData, jpgrid, jpstat, jrt, jstor, kaigiroku, karel, karyotapR, katdetectr, kayadata, keyATM, khisr, kibior, KMunicate, kntnr, konfound, labelled, LACE, lactater, LAD, LadderFuelsR, LAGOSNE, lans2r, lares, LBSPR, lcsm, LDABiplots, LDAShiny, lddmm, ledger, lessSEM, LexisPlotR, lfproQC, LifeInsureR, lifelogr, LifemapR, Lifertable, lillies, limpca, lineartestr, linkspotter, lipidomeR, LipidomicsR, lipidr, lisaClust, litteR, lmDiallel, lmeresampler, loewesadditivity, logrx, LongDat, longitudinalcascade, longke, longreadvqs, longsurr, lookout, LTASR, lterpalettefinder, ltertools, LTFHPlus, macrosyntR, MadanText, MadanTextNetwork, madshapR, MagmaClustR, maicChecks, MainExistingDatasets, malariaAtlas, maldipickr, MantaID, manydata, mapbayr, mapboxapi, mapme.biodiversity, mapmixture, maraca, margaret, MarketMatching, marketr, markovmix, mase, MassWateR, mastR, matman, MatrixQCvis, matrixset, matsindf, matuR, MBECS, mbQTL, mbRes, mcmsupply, mcp, mcradds, mcStats, mde, measr, meerva, meltt, mem, memapp, memes, memoria, mergingTools, MesKit, metabCombiner, metabolic, MetabolicSurv, metaconfoundr, metacore, MetaculR, MetaCyto, metaGE, metajam, MetAlyzer, metamicrobiomeR, metan, MetaNeighbor, metaplot, metapower, MetaScope, metatools, MetaUtility, meteoland, meteospain, methodical, MethReg, methylclock, MetNet, metools, metrica, MetricGraph, metricminer, MF.beta4, MFO, mgwrhw, mia, miaViz, mice, miceafter, microbial, microbiome, microbiomeExplorer, microbiomeMarker, MicrobiomeSurv, MicrobiotaProcess, microhaplot, micsr, migest, migraph, migrate, MigrationDetectR, mildsvm, miloR, MIMER, mipplot, miRetrieve, mispitools, missCompare, mistyR, mitre, miWQS, mixgb, mixOmics, mixtur, MixviR, MLFS, mlstrOpalr, mMARCH.AC, Mmcsd, MMUPHin, mobileRNA, mobr, MOCHA, modACDC, modelr, modeltime, modeltime.resample, MOFA2, mojson, MolgenisArmadillo, MOMA, monoClust, moodef, Moonlight2R, morse, MortalityLaws, mosaic, mosaicCore, mosaicModel, MouseFM, mousetrap, movegroup, movementsync, mpathsenser, MPI, mpindex, mplot, mpoly, mpower, MPTmultiverse, mpwR, mrf2d, mrgsim.sa, MSA2dist, mshap, msImpute, MSiP, mskcc.oncotree, MSPrep, MsQuality, msSPChelpR, MSstatsLiP, MSstatsShiny, mtdesign, mtvc, mulgar, MultiAssayExperiment, multicrispr, multilevelmediation, multilevLCA, multimorbidity, multipleOutcomes, multistateQTL, multitool, multiverse, musicatk, MutationalPatterns, mverse, mvMAPIT, mxfda, mxnorm, myClim, naniar, NanoMethViz, nanostringr, naryn, NBAloveR, nbTransmission, ncappc, ncmeta, ndexr, ndi, nemtr, neo4r, neonPlantEcology, neonSoilFlux, neonUtilities, neotoma2, nestedmodels, NetFACS, netseer, nettskjemar, NetworkChange, NetworkExtinction, netZooR, NeuralNetTools, NeuroDecodeR, neuromplex, nevada, newsanchor, nfl4th, nflfastR, nflseedR, ngramr, ngsReports, nhdplusTools, NiLeDAM, NIMAA, nlpsem, nlrx, nls.multstart, nmarank, nmrrr, NMTox, nncc, noaastormevents, nonmemica, NoRCE, normfluodbf, NPARC, npcs, npi, nrba, ntdr, nuggets, nullabor, numbat, NVAR, nzffdr, obcost, obliqueRSF, occCite, oddnet, oddsapiR, oddstream, odeGUTS, ofpetrial, ogrdbstats, OGRE, ojsr, OlinkAnalyze, OLStrajr, OMICsPCA, omicwas, OmnipathR, omopgenerics, omu, OnboardClient, OncoBayes2, oncomsm, oncrawlR, OneArmTTE, onemap, ontologics, ontophylo, OOS, openair, openairmaps, openbankeR, opencage, OpenLand, openmeteo, OpenRepGrid, OpenRepGrid.ic, opitools, optic, optimLanduse, OralOpioids, ordbetareg, ordr, ORFID, orthos, otargen, OutliersO3, outreg, overviewR, owmr, oysteR, packagefinder, packDAMipd, PACVr, palaeoSig, pammtools, PAMpal, panelr, PanViz, parcats, pareg, parsermd, parsnip, partition, partR2, passt, pathlinkR, PathoStat, paths, pathviewr, PatientProfiles, pcaExplorer, pcutils, pdfetch, pdi, peacesciencer, Pedixplorer, pepe, performanceEstimation, PERK, pestr, Petersen, phantSEM, PHEindicatormethods, phenomis, phenopath, Phenotype, PheVis, philr, phoenics, PhosR, photobiology, photobiologyInOut, phyr, phytoclass, PieGlyph, pivotea, piwikproR, PKNCA, planr, planscorer, play, PlayerChart, PLNmodels, plotBart, plotdap, plotGrouper, plotly, plsmod, plume, plutor, pmartR, pmc, pmetar, pmxcode, podcleaner, pointblank, poissonreg, PolarCAP, polished, pollster, POMA, POMADE, pomcheckr, popstudy, portalr, portvine, postGGIR, powdR, powerjoin, ppcseq, ppcSpatial, PPforest, ppitables, ppmf, ppseq, PPtreeregViz, PracticalEquiDesign, prcr, precisely, precmed, predict3d, predictNMB, preference, prefio, presenter, prettyglm, priceR, primer, primirTSS, PrInCE, prioriactions, prisonbrief, probably, processanimateR, processcheckR, processmapR, processpredictR, profileplyr, progeny, prophet, ProteoBayes, ProteoDisco, protGear, protti, proustr, psfmi, psidread, psm3mkv, psmineR, psycCleaning, psychmeta, psychonetrics, psycModel, psyntur, PubChemR, public.ctn0094extra, PublicWorksFinanceIT, puls, PUMP, PupillometryR, PupilPre, pvda, PVplr, pwr2ppl, pysparklyr, qacBase, qbr, qdap, QFeatures, qPCRtools, qPLEXanalyzer, qpNCA, qsub, qtl2ggplot, qtl2pattern, QTLExperiment, qualtRics, quantiseqr, queuecomputer, quid, quincunx, r2dii.analysis, r2dii.match, R6P, racademyocean, ractivecampaign, rADA, RadialVisGadgets, radiant.basics, radiant.model, rainette, ralger, random.cdisc.data, randomForestVIP, rappsflyer, rar, RareComb, RARfreq, rATTAINS, rattle, ravelRy, RavenR, rawKS, rb3, rbbnp, rbedrock, RClimacell, rcontroll, RCT, RCTrep, RCTS, Rcurvep, rdflib, rdracor, ReactomeGSA, readabs, readrba, reappraised, recalibratiNN, receptLoss, recipes, recodeflow, REDCapCAST, REDCapDM, REDCapR, REDCapTidieR, REDI, refdb, refund.shiny, regions, registr, regressinator, regrrr, reliabilitydiag, reproducer, reslr, retroharmonize, reveneraR, RevGadgets, ReviewR, revulyticsR, rexer, rfacebookstat, rfars, rfieldclimate, RFishBC, rfPermute, RFPM, rFSA, Rgff, rgho, rgoogleads, ribor, RIdeogram, Rigma, ripc, riskCommunicator, risks, RItools, riverconn, RivRetrieve, rKolada, RKorAPClient, rlinkedinads, rmapzen, RmarineHeatWaves, rmdl, Rmonize, rmweather, rmytarget, RNAseqQC, RnaSeqSampleSize, RNeXML, roadoi, robCompositions, RobinCar, robis, robomit, robotoolbox, robvis, Robyn, roclang, rolap, romic, ropercenter, rPACI, rprev, RQdeltaCT, Rrepest, rsample, rscopus, rscorecard, Rsmlx, rsnell, rsppfp, RSSL, rstanemax, rstatix, RStoolbox, rStrava, rTCRBCRr, rtgstat, rticulate, RTL, rtpcr, rtrek, rtrends, rtry, rtypeform, rubias, ruler, rules, ruminate, rusk, RVA, rvkstat, rwa, rwalkr, rWCVP, RWDataPlyr, rWikiPathways, ryandexdirect, rytstat, sabre, saens, safetyGraphics, sampbias, sampler, saotd, sapfluxnetr, saqgetr, saros, sbo, scanstatistics, scatterpie, sccomp, scCustomize, SCDB, scFeatures, scGOclust, SchoolDataIT, schtools, scicomptools, scimo, scipub, scoper, SCORPIUS, scpi, scPipe, scPloidy, scpoisson, ScreenR, scrutiny, scSpatialSIM, SCtools, SDGdetector, sdtmval, secrettext, sectorgap, secuTrialR, sedproxy, seeds, SEERaBomb, sejmRP, semtree, SenTinMixt, seqCAT, sfcr, sfislands, sGMRFmix, sgsR, sgstar, ShapleyOutlier, SharkDemography, shazam, SHELF, ShellChron, sherlock, shiny.telemetry, shinyepico, shinyExprPortal, shinyHugePlot, ShinyItemAnalysis, ShinyLink, shinyML, shinymodels, shinyobjects, shinyrecipes, ShinyTester, ShortForm, shorts, SIAmodules, SIBER, sift, sigminer, Signac, signeR, simaerep, SimBIID, SimBu, simET, simhelpers, simmer.plot, SimNPH, simpleFDR, SimplyAgree, simpr, simrel, simTool, simts, single, SingleCaseES, singscore, SIPmg, SISIR, sitar, sitepickR, sits, SiZer, sjPlot, skater, skimr, SLCARE, sleeperapi, slendr, SMAD, smartid, smartsheetr, smdi, smoothic, smoothy, smosr, snpAIMeR, SNPassoc, snSMART, soc.ca, socialrisk, sociome, soiltestcorr, SomaDataIO, SOMNiBUS, sorvi, sovereign, sparklyr, sparsegl, SPARTAAS, SpatialCPie, spatialRF, spatialTIME, spatPomp, speccurvieR, specr, spectralR, Spectran, speech, speechbr, speedytax, SpiceFP, spicyR, Spillover, spillR, splithalf, spnaf, sqlhelper, squat, srvyr, ssimparser, sSNAPPY, ssrn, stabiliser, stability, stacks, staggered, standR, StanMoMo, staRdom, starschemar, starvz, Statial, stationaRy, statnipokladna, statsearchanalyticsr, statsExpressions, statsr, StepReg, stevemisc, SticsRFiles, STMr, stochLAB, stodom, stoRy, stppSim, strand, STRMPS, stRoke, studentlife, stxplore, subSeq, suddengains, sugarbag, summarytools, Superpower, supersigs, supportR, supraHex, SurfR, Surrogate, surveil, surveydata, surveyexplorer, survivalAnalysis, survivoR, survminer, survobj, survParamSim, SurvSparse, survstan, sweep, swfscAirDAS, swfscDAS, swfscMisc, swimplot, swissparl, SWMPr, SWMPrExtension, SWTools, syllabifyr, symphony, symptomcheckR, synergyfinder, syuzhet, T2Qv, tabbycat, tabledown, tablet, tabnet, tabr, tabshiftr, tabulator, tabxplor, TADCompare, tame, TAPseq, tardis, tbrf, TCGAbiolinks, tcgaViz, TCIU, tcpl, tdcmStan, teal.modules.general, teal.transform, teamcolors, tectonicr, telemetR, telraamStats, Temporal, tern, tern.mmrm, terraTCGAdata, TestAnaAPP, TestDimorph, TestGardener, tetraclasse, text, text2sdg, text2speech, texter, TextForecast, TextMiningGUI, textreuse, tfestimators, tfrmt, tfrmtbuilder, theft, theftdlc, ThermalSampleR, TheSFACE, thinkr, THREC, threesixtygiving, thurstonianIRT, tidier, tidyAML, tidybayes, tidyBdE, tidyboot, tidybulk, tidycat, tidyCDISC, tidycensus, tidyclust, tidycmprsk, tidycomm, tidyCoverage, tidyDenovix, TidyDensity, tidydice, tidyedgar, tidyEmoji, tidyfinance, tidyfit, tidygam, tidygapminder, tidygenomics, tidygraph, tidyHeatmap, tidyheatmaps, tidyhydat, tidyindex, tidyjson, tidylda, tidylog, tidyMC, tidymodels, tidymv, tidync, tidypaleo, tidyplate, tidyplus, tidyposterior, tidypredict, tidyquant, tidyrates, tidyREDCap, tidyrgee, tidyseurat, tidySingleCellExperiment, tidysmd, tidySpatialExperiment, tidystats, tidySummarizedExperiment, tidysynth, tidyterra, tidytidbits, tidytlg, tidytreatment, tidytree, tidyverse, tidywikidatar, tigger, timbeR, timeOmics, timetk, 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