Reference manual

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install.packages("dplyr")

1.0.10 by Hadley Wickham, a month ago


https://dplyr.tidyverse.org, https://github.com/tidyverse/dplyr


Report a bug at https://github.com/tidyverse/dplyr/issues


Browse source code at https://github.com/cran/dplyr


Authors: Hadley Wickham [aut, cre] , Romain François [aut] , Lionel Henry [aut] , Kirill Müller [aut] , RStudio [cph, fnd]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports generics, glue, lifecycle, magrittr, methods, R6, rlang, tibble, tidyselect, utils, vctrs, pillar

Suggests bench, broom, callr, covr, DBI, dbplyr, ggplot2, knitr, Lahman, lobstr, microbenchmark, nycflights13, purrr, rmarkdown, RMySQL, RPostgreSQL, RSQLite, testthat, tidyr, withr


Imported by AATtools, ACDC, ACDm, ADMMsigma, ADPclust, AEenrich, AHM, AIG, AMAPVox, ANOVAIREVA, ANOVAShiny, ANOVAShiny2, APCI, APCtools, AQEval, ARDL, ARPALData, ARTool, ASSISTant, AZIAD, ActCR, ActFrag, AeRobiology, AeroSampleR, AgroReg, AirMonitor, AlphaPart, AmesHousing, AnglerCreelSurveySimulation, AovBay, ArchaeoPhases, AustralianPoliticians, AzureKusto, BALCONY, BARIS, BAwiR, BCEA, BED, BENMMI, BETS, BINtools, BLRShiny, BLRShiny2, BMRSr, BMTME, BNPdensity, BOJ, BRINDA, BaseSet, BasketballAnalyzeR, BayesPostEst, BayesSPsurv, BayesSenMC, BayesianLaterality, BayesianReasoning, Bchron, BeeGUTS, BetterReg, BiOFI, Bioi, BivRec, BlockCov, BrailleR, BrazilMet, CACIMAR, CARBayes, CARBayesST, CB2, CCAMLRGIS, CCWeights, CDMConnector, CEDA, CGPfunctions, CHNCapitalStock, CIMTx, CINE, CIS.DGLM, CKMRpop, CLUSTShiny, CMapViz, CNAIM, CNVScope, COVIDIBGE, CRABS, CRANsearcher, CSCNet, CSGo, CSHShydRology, CTP, CTShiny, CTShiny2, CUFF, CVglasso, CamelUp, CancerGram, CatastRo, CausCor, CausalImpact, Certara.R, ChangePointTaylor, CluMP, ClustAssess, ClustImpute, Clustering, CoNI, CohortPlat, CollapseLevels, ColorNameR, ConfusionTableR, Conigrave, CoordinateCleaner, CopSens, Countr, CovidMutations, CropDetectR, CropScapeR, CruzPlot, Cyclops, D2MCS, DAMisc, DBpower, DCLEAR, DCPO, DEET, DGEobj.utils, DHS.rates, DIDmultiplegt, DLMtool, DMCfun, DMwR2, DOPE, DPpack, DSAIDE, DSAIRM, DSSAT, DSWE, DSpoty, DTAT, DTRreg, DWLS, DataCombine, DataFakeR, DatastreamDSWS2R, DecomposeR, DeductiveR, DescrTab2, DescriptiveStats.OBeu, DesignCTPB, DiagrammeR, Dict, DisImpact, DisimForMixed, DistPlotter, Distance, DiversityOccupancy, DrDimont, DynNom, DynaRankR, ECOTOXr, EFAtools, EFDR, EML, ENMeval, ERSA, ESTER, EValue, Ecume, EloOptimized, EmiR, EnrichIntersect, EnvExpInd, Epi, EpiModel, EpiReport, EpiSignalDetection, EstimateGroupNetwork, EvaluateCore, EventStudy, EvoPhylo, ExPanDaR, ExclusionTable, ExomeDepth, ExpertChoice, FAIRmaterials, FAVAR, FFTrees, FPLdata, FRK, FSK2R, FSinR, FairMclus, FastJM, 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pollen, pollster, pomcheckr, pooling, popPyramid, poppr, popstudy, portalr, portvine, postGGIR, povcalnetR, ppcSpatial, ppmf, ppseq, prcr, precisely, predict3d, predictrace, predtools, prepdat, presenter, prettyglm, prevtoinc, priceR, prider, prioriactions, prism, prismadiagramR, prisonbrief, proPubBills, probably, processR, processanimateR, processcheckR, processmapR, processmonitR, projects, projpred, prophet, protag, protein8k, proteus, protti, provExplainR, prozor, psborrow, psfmi, pspatreg, pspline.inference, psr, psre, psrwe, psycModel, psychReport, psychmeta, psycho, psychonetrics, psyntur, pubh, pubtatordb, puls, purrrlyr, puzzle, pwr2ppl, qPCRtools, qacBase, qad, qape, qbr, qccrs, qdap, qmd, qpNCA, qqplotr, qst, qsub, qtl2ggplot, qtl2pattern, qtl2pleio, qualmap, qualtRics, queuecomputer, quickReg, quid, quincunx, qwraps2, r2dii.analysis, r2dii.match, r2dii.plot, r2glmm, r2mlm, r4lineups, r4ss, r6methods, rADA, rATTAINS, rDataPipeline, rFIA, rFUSION, rIP, rKOMICS, rKolada, rPraat, rPref, rStrava, rTG, rabhit, racademyocean, ractivecampaign, radiant.basics, radiant.design, radiant.model, radiant.multivariate, radsafer, rai, rainette, rairtable, ralger, rameritrade, rando, randomForestExplainer, rangeModelMetadata, rangemap, rapbase, rappsflyer, rapsimng, rassta, rattle, ravelRy, rawKS, rb3, rbedrock, rbenvo, rbgm, rbison, rbridge, rbw, rcbayes, rchess, rcrimeanalysis, rcrossref, rdddr, rdflib, rdfp, rdrop2, reactablefmtr, readabs, readrba, readsdr, rearrr, rebird, receptiviti, reclin, recodeflow, reconstructKM, redist, redistmetrics, refdb, refitME, refreshr, refuge, refund.shiny, regioncode, regions, registr, regport, regrrr, regweight, rehydratoR, reliabilitydiag, rempsyc, repana, repoRter.nih, representr, reproducer, rerddap, rerddapXtracto, respR, resumer, retroharmonize, reval, reveneraR, revengc, revulyticsR, rextendr, rfPermute, rfVarImpOOB, rfacebookstat, rfieldclimate, rfishbase, rfm, rgenius, rgho, rgoogleads, rgsp, riAFTBART, riceidconverter, riskCommunicator, riverconn, rliger, rmapzen, rmcfs, rmdcev, rmsfuns, rmweather, rmytarget, rnmamod, rnoaa, roadoi, roads, roahd, robis, robomit, rock, roclang, rocnp, roistats, rollmatch, romic, ropercenter, rorqual.morpho, rplos, rpredictit, rprev, rprojtree, rrr, rsample, rsbp, rscopus, rscorecard, rsetse, rshift, rsinaica, rsppfp, rstanemax, rstatix, rstudio.prefs, rtgstat, rticulate, rties, rtodoist, rtrek, rtrends, rtry, rtsVis, rtypeform, rubias, ruler, rules, rusk, rvertnet, rvkstat, rwa, rwalkr, rwarrior, rwebstat, rwicc, rwunderground, ryandexdirect, rytstat, rzentra, sRdpData, sabre, saeSim, saebnocov, safejoin, safestats, safetyCharts, safetyGraphics, salesforcer, sambia, sampler, sampsizeval, sandwichr, saotd, sapfluxnetr, saqgetr, sazedR, sbm, sbo, sboost, scITD, scImmuneGraph, scPloidy, scRNAstat, scTEP, scUtils, sccore, sccr, scgwr, schemr, scholar, schtools, scipub, sclr, scoper, scoringTools, scpi, scpoisson, scrutiny, scryr, sctransform, sdamr, secrettext, secuTrialR, sedproxy, seecolor, seedreg, seeds, seer, segclust2d, sehrnett, sejmRP, semdrw, semptools, sendigR, seqimpute, sergeant, servosphereR, sfaR, sfarrow, sfcr, sfdct, sfnetworks, sgat, sgsR, sgstar, shazam, shiny.reglog, shinyCohortBuilder, shinyHeatmaply, shinyHugePlot, shinyMolBio, shinyNotes, shinyauthr, shinyloadtest, shinymodels, shinyobjects, shinyr, shinyrecipes, sicegar, siconfir, siconvr, sift, sigmajs, sigminer, silicate, sim2Dpredictr, simDNAmixtures, simET, simMetric, simPH, simTool, simglm, simhelpers, simlandr, simmer.plot, simodels, simpleFDR, simplecolors, simplevis, simpr, simts, simulariatools, sistec, sistmr, sitar, siteymlgen, sits, sjPlot, sjmisc, sjstats, skater, sketcher, skewlmm, skilljaR, skimr, sknifedatar, skynet, slackr, slendr, smidm, smog, snap, soc.ca, socialh, socialrisk, sociome, socviz, soiltestcorr, solrium, sorvi, soundClass, sovereign, spDates, spNetwork, spacejamr, spamtree, sparkavro, sparkhail, sparklyr, sparklyr.flint, sparklyr.nested, sparseR, sparsediscrim, spatPomp, spatgeom, spatialRF, spatialTIME, spatialrisk, spatialsample, spbabel, specr, spectralR, speech, speechbr, speedycode, spellcheckr, spiR, splithalf, splithalfr, spnaf, spotidy, spotifyr, spotoroo, spqdep, spruce, sqliteutils, srcr, sregsurvey, srvyr, ssddata, ssimparser, ssrn, staRdom, stabiliser, stability, stacks, stacomiR, staggered, starschemar, starter, starvz, statVisual, statar, states, stationaRy, statnipokladna, statsExpressions, statsr, statswalesr, stenR, stevemisc, stminsights, stoRy, stortingscrape, storywranglr, stplanr, stppSim, strand, stratamatch, streamDepletr, strvalidator, studentlife, studyStrap, subscreen, sudachir, suddengains, sugrrants, summariser, summarytools, sunburstR, superheat, survParamSim, surveil, surveydata, surveyvoi, survivalAnalysis, survminer, survout, survtmle, sweep, swfscAirDAS, swfscDAS, swfscMisc, swimplot, swissparl, swmmr, syllabifyr, symphony, synoptReg, syuzhet, tLagPropOdds, tabbycat, taber, table.express, tabledown, tablet, tabr, tabshiftr, tabularaster, tabulator, tarchetypes, tardis, tashu, tastypie, taxa, taxadb, taxizedb, taxonbridge, tbl2xts, tbrf, tcgaViz, tcpl, tdcmStan, teachingApps, tealeaves, teamcolors, telefit, telemac, temperatureresponse, testarguments, testdat, tetraclasse, text, text2map, text2sdg, text2speech, texter, textfeatures, textrecipes, textreuse, textstem, tglkmeans, theft, themis, thewitcher, thinkr, threesixtygiving, thurstonianIRT, tibbletime, tidyBdE, tidyCDISC, tidyEmoji, tidyHeatmap, tidyLPA, tidyREDCap, tidyRSS, tidyUSDA, tidybayes, tidybins, tidyboot, tidycat, tidycensus, tidycmprsk, tidycomm, tidycwl, tidydice, tidyestimate, tidygapminder, tidygate, tidygenomics, tidygeoRSS, tidygeocoder, tidygraph, tidyhydat, tidyjson, tidylda, tidylo, tidylog, tidymodels, tidymv, tidync, tidyndr, tidypaleo, tidyplus, tidypmc, tidyposterior, tidypredict, tidyquant, tidyquery, tidyqwi, tidyr, tidyrgee, tidyseurat, tidysmd, tidysq, tidystats, tidystopwords, tidysynth, tidytags, tidytext, tidytidbits, tidytransit, tidytreatment, tidytree, tidyverse, tidywikidatar, tigger, tigris, timbeR, timbr, time.slots, timelineS, timetk, tinyarray, tinyscholar, tipitaka, tipmap, toRvik, togglr, tongfen, toolStability, tools4uplift, topr, tosr, tourr, toxEval, track2KBA, trackter, tradepolicy, trainR, traineR, transPlotR, transforEmotion, treeheatr, trelliscopejs, trendyy, trialr, tribe, trimr, trip, troopdata, truthiness, tsentiment, tsibble, tsibbletalk, tsviz, tswge, ttservice, tuber, tune, tvmediation, twn, twoxtwo, ubiquity, ucie, ufs, ukbtools, umiAnalyzer, uncmbb, understandBPMN, unheadr, uniswappeR, unjoin, unpivotr, unstruwwel, unusualprofile, upstartr, usdampr, useful, usefun, usemodels, ustfd, utile.tables, utile.visuals, utilsIPEA, utr.annotation, uwo4419, uxr, vacuum, vagalumeR, valet, valhallr, validata, validatedb, valr, valuemap, vannstats, varitas, varsExplore, vcfR, vegdata, viafr, viewpoly, vimp, visR, visdat, visualFields, visualpred, visxhclust, vitae, vivainsights, vivid, vizdraws, vlad, vlda, vmeasur, voice, voluModel, voson.tcn, vosonSML, voteogram, votesmart, vpc, vprr, vsd, wINEQ, wakefield, walker, wallace, walmartAPI, washex, waterquality, waves, wbstats, wcde, wcep, wdnr.gis, weaana, wearables, webchem, webmorphR, webr, wec, weed, wehoop, weibulltools, wfindr, whSample, whereport, whippr, whoa, whomds, wiad, widyr, wig, wikilake, wildlifeDI, wildviz, wiseR, wodds, woodValuationDE, wordbankr, wordgraph, wordpredictor, workboots, workflowsets, worldfootballR, worldmet, wpa, wrangle, wrappedtools, wru, wsjplot, x3ptools, xadmix, xesreadR, xgxr, xmrr, xpectr, xportr, xpose, xpose.nlmixr, xpose.nlmixr2, xpose4, xray, xrf, yamlet, yardstick, ycevo, yfR, yorkr, youtubecaption, ypssc, zdeskR, zerotradeflow, zipangu, zipcodeR, zoltr, zoomGroupStats, ztype.

Depended on by AQuadtree, Andromeda, BTYD, BatchGetSymbols, CEOdata, CONCUR, CausalQueries, ClusterBootstrap, EHRtemporalVariability, EpiCurve, EpiStats, GerminaR, HEDA, IPDfromKM, PAMpal, PAsso, PWFSLSmoke, PogromcyDanych, PolicyPortfolios, PupilPre, PupillometryR, QuantPsyc, ReDaMoR, Rfssa, SEERaBomb, SimDissolution, TKCat, TeachHist, TeachingSampling, TwoArmSurvSim, VWPre, arse, autoCovariateSelection, bread, bulletcp, bunching, cchsflow, censusr, cft, chunked, contTimeCausal, crplyr, cspp, dartR, diffEnrich, disk.frame, dvmisc, efreadr, egor, estimraw, etl, evalITR, eyetrackingR, flatr, forecastML, funcharts, gen5helper, gesso, ggmcmc, ggraptR, ggsurvey, ggvenn, huito, immunarch, implyr, integr, inti, itraxR, ktaucenters, lmap, malan, matchMulti, microclass, micropan, microseq, mnreadR, monobin, mosaicModel, nlshelper, nplyr, omopr, onmaRg, ordbetareg, palmid, pbixr, phenModel, prodest, promotionImpact, psychometric, quickpsy, radiant.data, recipes, recurrentpseudo, reinsureR, repello, rfishnet2, rise, rmdHelpers, saccadr, samplesize4surveys, sdStaf, sfc, shinyML, shinySIR, simITS, spdplyr, stcos, survHE, tab, tangram.pipe, thestats, tidyterra, toolmaRk, treasuryTR, treeplyr, ushr, visae.

Suggested by AMR, APAtree, ARPobservation, AlleleShift, AzureCosmosR, BAS, BOSO, BSDA, BiDimRegression, BiodiversityR, BiplotML, CAISEr, CPAT, ChillModels, ChineseNames, ClickHouseHTTP, Cubist, DAISIE, DBI, DGEobj, DSjobtracker, DUBStepR, DataVisualizations, DatabaseConnector, DeclareDesign, DemografixeR, DepthProc, DevTreatRules, DirectEffects, DoubleML, EGRET, EZtune, EbayesThresh, EdSurvey, EpiNow2, FSA, FSelectorRcpp, GGMncv, GLMcat, GSODR, GenderInfer, GeneralizedWendland, GenomeAdmixR, Gmisc, Greg, IDEAFilter, ISAT, JacobiEigen, LSMRealOptions, LexisNexisTools, MLVSBM, MODISTools, MODIStsp, MetricsWeighted, MixMatrix, MonteCarlo, NHSRdatasets, NetworkInference, PROsetta, PetfindeR, PooledCohort, PostcodesioR, ProbReco, QuantileNPCI, RAthena, RCLabels, RCzechia, RDML, RDSsamplesize, ROpenFIGI, RQEntangle, RRPP, RSQL, RaJIVE, Randomuseragent, Rcompadre, Rduinoiot, Recon, Rediscover, Rpolyhedra, Rraven, Rsagacmd, RtD3, RxODE, SIPDIBGE, SLOPE, SPLICE, SUMMER, SmartMeterAnalytics, SpaDES.core, SpaDES.tools, SpatialEpi, SynthETIC, TH.data, Tcomp, USAboundaries, VIM, VOSONDash, VarSelLCM, WordPools, abstr, adaptMT, adoptr, afex, agridat, aimsir17, alluvial, altair, andurinha, aopdata, archivist, arctools, arenar, arkdb, arrow, arthistory, assertive.types, asteRisk, asymptor, atpolR, autothresholdr, avocado, azuremlsdk, babynamesIL, bannerCommenter, beezdemand, bench, bfsl, bggum, bigrquery, bigsnpr, bigstatsr, billboard, binford, bioRad, biostat3, bmlm, bodenmiller, bpbounds, briskaR, brunnermunzel, butcher, cSEM, caRecall, camcorder, canvasXpress, canvasXpress.data, carat, caret, cat2cat, catfun, causaldrf, cbsodataR, censo2017, checkr, cheem, clmplus, clustermq, cna, codemetar, codingMatrices, codyn, collapse, collapsibleTree, collateral, colorDF, colorspace, comtradr, con2lki, conflicted, contrast, coronavirus, corrcoverage, countfitteR, coveffectsplot, covid19swiss, cowplot, crosswalkr, ctmle, ctmm, cusumcharter, cvequality, cxr, cytofan, daiR, dann, danstat, dat, dataRetrieval, datafsm, datasauRus, datawizard, datplot, daymetr, ddi, decoder, deeplr, degday, derivmkts, describer, detourr, dialr, diffdf, directlabels, dirichletprocess, discrim, disprose, dittodb, dodgr, domir, doseminer, dragracer, duckdb, ecb, ecospat, ecostats, ecotox, ecpc, eddington, edgarWebR, efdm, epigraphdb, epitab, era, errors, europop, evolqg, exactextractr, eyeRead, eyelinker, ezpickr, factiv, fastRG, fauxnaif, fdrci, filesstrings, finbif, fishdata, fivethirtyeight, fixedincome, flightsbr, foghorn, fontawesome, forcats, forestplot, formatters, forwards, fourierin, fractional, frailtyEM, fredr, fueleconomy, furrr, gMCPLite, galah, ganalytics, gapminder, gateR, geex, geobr, geoknife, geomorph, gerbil, getDTeval, geysertimes, ggDoubleHeat, ggRandomForests, ggResidpanel, ggconf, ggenealogy, ggformula, gghalves, ggimg, ggiraph, ggmatplot, ggpackets, ggpattern, ggplot2, ggpointdensity, ggprism, ggquiver, ggrepel, ggridges, ggside, ggspatial, ggswissmaps, ggtext, ggthemes, ggtrace, ggvoronoi, ggwordcloud, ghcm, ghibli, glue, gluedown, googledrive, grafify, graphframes, grates, growthcurver, growthrates, gscounts, gtfs2gps, gustave, h3jsr, hagis, hal9001, hchinamap, hdme, heddlr, heplots, hermiter, hetu, highlightHTML, hilbertSimilarity, hipread, hkdatasets, hrbrthemes, htmlTable, httk, hubeau, humidity, hutils, huxtable, hydrostats, hystReet, iGraphMatch, iNZightPlots, ialiquor, icdpicr, iconr, igoR, imagefluency, imager, importar, inTextSummaryTable, incase, inlabru, inops, insectDisease, interactionRCS, ipaddress, isocalcR, isocat, ivs, jSDM, jagstargets, janeaustenr, jgcricolors, joineRML, jsontools, junctions, kitagawa, landscapemetrics, latex2exp, latrend, lcmm, leafdown, leaflet.minicharts, lemna, lemon, linelist, listcompr, localIV, logitr, lognorm, logr, longmixr, loon.ggplot, loon.shiny, lucid, luz, mFD, madness, mallet, mapchina, mapsFinland, mapsapi, mapscanner, marginaleffects, mark, match2C, medicare, metricsgraphics, mfGARCH, mfdb, miceFast, minidown, missRanger, mixdir, mlr3db, molic, momentuHMM, mopac, morphemepiece, mortAAR, mosaicData, motif, mpoly, multiROC, multilateral, mutSignatures, mvGPS, mvinfluence, mvrsquared, nCov2019, namedCapture, nberwp, networktools, neurobase, neurohcp, newsanchor, nflplotR, nlaR, nlmixr, nlmixr2est, nlmixr2plot, nntrf, noaaoceans, noctua, nodeSub, nofrills, nosoi, nphRCT, nprcgenekeepr, nycflights13, nzelect, oblicubes, onbabynames, oolong, openEBGM, openalexR, opendatatoronto, openintro, origin, osfr, outForest, outcomerate, ox, pTITAN2, pagoda2, paleopop, palmerpenguins, papaja, paramtest, passport, pct, pder, pdp, pedalfast.data, pell, perccalc, personalr, pharmaRTF, phonfieldwork, physiology, pillar, pirouette, pitchRx, pixarfilms, pixiedust, placer, platowork, plotbb, polite, pomp, pool, posterior, prenoms, presize, projmgr, proustr, psychtm, ptvapi, purgeR, purrr, pysd2r, qicharts2, qqboxplot, qs, quRan, quadcleanR, qualvar, quanteda, quantities, questionr, quickcheck, r2rtf, r3PG, r5r, rGhanaCensus, rODE, raceland, randomizr, raptr, raw, rayrender, rbmi, reactable, readODS, readit, recexcavAAR, refinr, remap, report, reporter, resourcer, rex, rfacts, riem, rinat, riskclustr, riskmetric, rivr, rlc, rmdfiltr, rmdpartials, rmonad, rmoo, robber, robotstxt, robservable, robustlmm, rpivotTable, rpmodel, rsimsum, rslp, rsparkling, rstoat, rtables, rtdists, rtweet, rxode2, sGMRFmix, sageR, schrute, scico, scriptuRs, sdmApp, segmentr, segmetric, segregation, seqhandbook, sf, sfdep, sfo, sftime, shar, shiny.semantic, shinyAce, shinyMobile, shinyaframe, shinymeta, signs, simputation, simstandard, simstudy, sjlabelled, slider, smd, smpic, spRingsteen, spacyr, sparkbq, sparktf, sparkxgb, sparseHessianFD, sparseMVN, spectacles, spectre, spinifex, spork, sport, spreadr, sprtt, spsur, spup, ssdtools, sss, stars, starsTileServer, starwarsdb, stats19, stdmod, stfit, stream, strider, stringfish, styler, superb, surveyCV, survivoR, svrep, svyweight, synr, tRophicPosition, table.glue, tableExtra, tabnet, tangram, targets, tauturri, terminaldigits, testDriveR, texmex, textmineR, tfaddons, tfdatasets, tibble, tictactoe, tidySEM, tidycharts, tidycode, tidydatatutor, tidyfast, tidyfst, tidyft, tidyrules, tidyselect, tidystringdist, tidyvpc, tidyxl, tilegramsR, tilemaps, tinylabels, tipr, titanic, tmap, tmod, trackdf, traipse, traits, transplantr, transx, trendeval, trending, tricolore, truelies, tsbox, tsfeatures, tvgeom, tvthemes, ukbabynames, ukpolice, units, univariateML, unnest, unvotes, usdarnass, usdata, usedist, usincometaxes, utile.tools, vaersNDvax, vaersvax, vctrs, vegawidget, verhoeff, vetiver, villager, vinereg, vip, virtuoso, visachartR, vkR, volleystat, vroom, vsp, waydown, waywiser, wdpar, windsoraiR, workloopR, wosr, wrGraph, wrswoR, yahoofinancer, yatah, zfit, zmisc, zonebuilder, ztpln.


See at CRAN