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DescTools

0.99.60

Tools for Descriptive Statistics

85packages dependsuggested by 26
825.8Kdownloads / year
4.5%test coverage
6/13flavors OK

Overview

About

A collection of miscellaneous basic statistic functions and convenience wrappers for efficiently describing data. The author's intention was to create a toolbox, which facilitates the (notoriously time consuming) first descriptive tasks in data analysis, consisting of calculating descriptive statistics, drawing graphical summaries and reporting the results. The package contains furthermore functions to produce documents using MS Word (or PowerPoint) and functions to import data from Excel. Many of the included functions can be found scattered in other packages and other sources written partly by Titans of R. The reason for collecting them here, was primarily to have them consolidated in ONE instead of dozens of packages (which themselves might depend on other packages which are not needed at all), and to provide a common and consistent interface as far as function and arguments naming, NA handling, recycling rules etc. are concerned. Google style guides were used as naming rules (in absence of convincing alternatives). The 'BigCamelCase' style was consequently applied to functions borrowed from contributed R packages as well.

Changes in 0.99.60

NEW FUNCTIONS ADDED:

  • Downloads() helperfunction for a fast access to downloaded XL- or data files.
  • Moment functions for the most common distributions.

UPDATED FUNCTIONS:

  • FisherZ() and FisherZInv() use atanh(), resp. tanh() now. (Credits to Daniel Wollschlaeger)
  • Year(), Week(), YearWeek() have been recoded in C++ and run now 4-10 times faster.
  • Format() gets two new predefined formats for displaying confidence intervals, fmt="ci" and fmt="ci%".
  • Small improvement in Outlier() for method "hampel" (Credits to Luis Gustavo Schuck).

From NEWS in the release

Install

Health

CRAN checks
7NOTE6OK
Check messages
NOTERd cross-referencesr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64

r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-gcc, r-patched-linux-x86_64, r-release-linux-x86_64

Unknown package ‘prettyR’ in Rd xrefs

r-devel-linux-x86_64-fedora-clang

Undeclared packages ‘ineq’, ‘randtests’, ‘Hmisc’, ‘plotrix’, ‘caret’, ‘pcaPP’, ‘polycor’, ‘lmtest’, ‘car’, ‘gmp’, ‘vcdExtra’, ‘chron’, ‘coin’, ‘caTools’, ‘forecast’, ‘sfsmisc’, ‘vcd’, ‘areaplot’, ‘corrgram’, ‘UsingR’, ‘memisc’, ‘gtools’, ‘BSDA’, ‘prettyR’, ‘robustHD’ in Rd xrefs
Unknown package ‘prettyR’ in Rd xrefs

r-devel-windows-x86_64

Unknown package 'prettyR' in Rd xrefs
NOTER code for possible problemsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64
Found calls to structure() using deprecated special names:
  DescTools/R/Desc.R (.Names: 4)
  DescTools/R/DescTools.r (.Names: 4)
  DescTools/R/PageDF.r (.Names: 1)
  DescTools/man/PlotBag.Rd (.Dim: 1, .Dimnames: 1)
'.Names' should be changed to 'names'.
'.Dim' should be changed to 'dim'.
'.Dimnames' should be changed to 'dimnames'.

CRAN check page ↗

Slowest check: 12.6 min · r-oldrel-windows-x86_64
Status changes
  • NOTE6 OK, 7 NOTE2026-09-12
  • ERROR6 OK, 6 NOTE, 1 ERROR2026-09-04
  • NOTE6 OK, 7 NOTE2026-06-09
  • ERROR6 OK, 6 NOTE, 1 ERROR2026-06-08
  • NOTE6 OK, 8 NOTE2026-04-22
Show 2 earlier changesHide 2 earlier changes
  • ERROR6 OK, 7 NOTE, 1 ERROR2026-04-18
  • NOTE9 OK, 5 NOTE2026-03-10
Advisories

none known

Documentation

In release 0.99.60
READMEYes · 521 wordsVignettesYes · 3 · staticNEWSYes · 33% structured · mentions 0.99.60Citation fileNoWebsiteYes · pkgdown
Help pages
431includes a package overview page
Examples that run
91%386 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran) · 33 never run · 3 hold no code
Exported functions with examples
99%
Documented parameters
94%
Return-value docs
87%
Help pages citing references
34%

Also includes 3 demo scripts (run with demo())

Downloads

825.8K
CRAN downloads in the past year
Rank #470 · ~2.3K/day · ~68.8K/mo
Daily download trend is not available in this view yet.
65.2K30 days
163.2K90 days
825.8K1 year
Compare downloads with other packages →
Also on7.5K r2u153 autocran79.3K conda_forge451 c2d4u

Repository

97Stars
22Forks
27Open issues
2Open PRs
0Releases
447Commits
9Commit identities
447 commits · Last activity 2026-01-26 · +2.1% stars, 30d · Default branch at 0.99.61.14, ahead of CRAN 0.99.60 (checked 2026-10-11) · Discussions: 1 post
Responsiveness
How these are sampled
PRs merged (all time)
73%
Median days to close, 50 most recently updated closed issues
32
Median days to close, 50 most recently updated closed PRs
4

Stars over time

2025-10-16 · 922026-10-16 · 97
PracticesBeta

7 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/andrisignorell/desctools on 2026-10-11.

Continuous integration (2)
GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)
README.Rmdpkgdown

GitHub Pages site last deployed 2025-07-10 · The repository has a site deploy workflow

Lint, format, editor (1)
RStudio project
How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies
20 external dependencies (excludes base and recommended)

Installing DescTools adds 48 packages (31 with compiled code, 24 MB of source tarballs). Heaviest: data.table 5.7 MB, readxl 2.1 MB, Rcpp 1.8 MB.

Depends (3)
R >= 4.2.0basestats
Imports (20)
LinkingTo (1)
Enhances (0)
none

Datasets

People & History

People (117)
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Contributor

Maintainer since 0.99.6 (2014)

Listed in earlier versions (6)
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: Nanina Anderegg
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Daniel Navarro
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: Ken Aho
no longer listed · 0.99.9 to 0.99.29
no longer listed · 0.99.10
no longer listed · 0.99.15 to 0.99.36
Releases (57)

Pick two releases to compare their code metrics.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • R
    R 4.2.0 released · 2022-04-22
  • R
    R 4.1.0 released · 2021-05-18
  • R
    R 4.0.0 released · 2020-04-24
  • R
    R 3.6.0 released · 2019-04-26
  • R
    R 3.5.0 released · 2018-04-23
  • R
    R 3.4.0 released · 2017-04-21
  • R
    R 3.3.0 released · 2016-05-03
  • R
    R 3.2.0 released · 2015-04-16
  • R
    R 3.1.0 released · 2014-04-10
  • 3.0.3Latest
    record
    2013-12-18 · current release · diff ↗ ·
    added 1 export
    pattern:^[^\\.]
  • 0.99.60
    record
    2025-03-28 · diff ↗ ·
    added 15 exports
    YearWeek, Downloads, mbinom, mpois, mgeom, mnbinom, mhyper, mnorm, mexp, mgamma, mlnorm, mbeta, mchisq, mt, mf
  • 0.99.59
    record
    2025-01-26 · diff ↗ ·
    added 2 exports
    CutGen, SumCI
Show 55 earlier eventsHide 55 earlier events
  • 0.99.58
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    2024-11-08 · diff ↗ ·
    added 2 exports
    AppendRowNames, ReadSPSS
  • 0.99.57
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    2024-09-26 · diff ↗
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    2024-08-22 · diff ↗ ·
    added 1 export
    WrdTableHeading
  • 0.99.55
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    2024-07-29 · diff ↗ ·
    removed 1 export
    Arrow
    added 4 exports
    NZ, BrierScoreCI, CstatCI, RSqCI
  • 0.99.54
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    2024-02-03 · diff ↗ ·
    removed 1 export
    AddMonthsYM
    added 3 exports
    CutAge, as.ym, NALevel
  • 0.99.53
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    2024-01-18 · diff ↗ ·
    added 1 export
    Fade
  • 0.99.52
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    2023-12-01 · diff ↗ ·
    added 4 exports
    dTri, pTri, qTri, rTri
  • 0.99.51
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    2023-11-20 · diff ↗ ·
    added 8 exports
    GiniDeltas, Labels, Labels<-, Mgsub, SDN, VarN, EX, VarX
  • 0.99.50
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    2023-09-06 · diff ↗ ·
    added 1 export
    CoefVarCI
  • 0.99.49
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    2023-05-17 · diff ↗
  • 0.99.48
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    2023-02-19 · diff ↗ ·
    added 1 export
    Nf
  • 0.99.47
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    2022-09-01 · diff ↗
  • 0.99.45
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    2022-05-10 · diff ↗ ·
    added 2 exports
    HmsToMinute, SplitToDummy
  • 0.99.44
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    2021-11-23 · diff ↗ ·
    added 2 exports
    PlotProbDist, rSum21
  • 0.99.43
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    2021-09-09 · diff ↗ ·
    added 1 export
    SetAttr
  • 0.99.42
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    2021-06-17 · diff ↗ ·
    added 3 exports
    ABCCoords, Bg, PlotDotCI
  • 0.99.41
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    2021-04-10 · diff ↗ ·
    removed 1 export
    DenseRank
    added 6 exports
    MeanCIn, YearDays, MonthDays, NAIf, %::%, Rank
  • 0.99.40
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    2021-02-03 · diff ↗ ·
    added 3 exports
    %:%, StrExtractBetween, GenRandGroups
  • 0.99.39
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    2020-12-07 · diff ↗ ·
    added 2 exports
    GetCalls, BhapkarTest
  • 0.99.38
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    2020-09-07 · diff ↗ ·
    added 4 exports
    RevCode, MADCI, QuantileCI, BinomCIn
  • 0.99.37
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    2020-07-10 · diff ↗ ·
    removed 1 export
    CentralValue
    added 8 exports
    WrdDeleteBookmark, PlotConDens, StrSplit, SplitToCol, CmykToCmy, CmyToCmyk, RgbToCmy, CmykToRgb
  • 0.99.36
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    2020-05-23 · diff ↗
  • 0.99.35
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    2020-05-01 · diff ↗ ·
    added 2 exports
    HunterGaston, StripAttr
  • 0.99.34
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    2020-03-12 · diff ↗
  • 0.99.33
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    2020-03-10 · diff ↗ ·
    added 5 exports
    AllIdentical, CountWorkDays, VanWaerdenTest, RSessionAlive, RTempdirAlive
  • 0.99.32
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    2020-01-17 · diff ↗ ·
    added 4 exports
    ColToOpaque, RgbToHex, ImputeKnn, CentralValue
  • 0.99.31
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    2019-12-02 · diff ↗ ·
    removed 1 export
    PlotDev
    added 3 exports
    Mgp, PlotPairs, IQRw
  • 0.99.30
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    2019-10-22 · diff ↗ ·
    added 6 exports
    ToWrdB, ToWrdPlot, WrdBookmark, WrdOpenFile, CmToPts, PtsToCm
  • 0.99.29
    record
    2019-09-26 · diff ↗ ·
    removed 13 exports
    ColorDlg, Xplore, FileOpenCmd, ImportFileDlg, IsValidWrd, PlotMar, PlotPar, ColPicker, SaveAsDlg, SelectVarDlg, PlotPch, ModelDlg, dir.choose
    added 10 exports
    IsValidHwnd, XLNamedReg, StrSpell, WithOptions, SaveAs, XLSaveAs, Quot, CompleteColumns, SendOutlookMail, MultMerge
  • 0.99.28
    record
    2019-03-17 · diff ↗ ·
    added 3 exports
    Freq2D, BlankIfNA, NAIfBlank
  • 0.99.27
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    2019-01-19 · diff ↗ ·
    removed 2 exports
    Lookup, UnitConv
    added 3 exports
    ConvUnit, WrdSaveAs, Divisors
  • 0.99.26
    record
    2018-11-13 · diff ↗ ·
    removed 1 export
    PartitionBy
    added 8 exports
    ToXL, SMAPE, dir.choose, Sample, DoBy, Dot, Cross, CrossN
  • 0.99.25
    record
    2018-08-14 · diff ↗ ·
    added 13 exports
    PlotCashFlow, XLCurrReg, WrdPageBreak, GeomSn, UnirootAll, TwoGroups, PMT, IPMT, PPMT, SLN, DB, SYD, RBAL
  • 0.99.24
    record
    2018-03-19 · diff ↗ ·
    removed 3 exports
    PlotMatrix, InsCol, InsRow
    added 38 exports
    Append, CountCompCases, SplitAt, rFrechet, rGumbel, rRevWeibull, rNegWeibull, rGenExtrVal, rGenPareto, rExtrVal, rOrder, dFrechet, dGumbel, dRevWeibull, dNegWeibull, dGenExtrVal, dGenPareto, dExtrVal, dOrder, pFrechet, pGumbel, pRevWeibull, pNegWeibull, pGenExtrVal, pGenPareto, pExtrVal, pOrder, qFrechet, qGumbel, qRevWeibull and 8 more
  • 0.99.23
    record
    2017-12-11 · diff ↗ ·
    removed 2 exports
    ChooseColorDlg, FixToTab
    added 5 exports
    ColorDlg, CourseData, FixToTable, NAIfZero, TTestA
  • 0.99.22
    record
    2017-09-13 · diff ↗ ·
    removed 10 exports
    ClipToVect, Date, Exec, LogGen, LogLin, LsData, SetRowNames, SetColNames, AddClass, RemoveClass
    added 5 exports
    PercentRank, Timezone, SetNames, NPVFixBond, YTM
  • 0.99.21
    record
    2017-06-30 · diff ↗ ·
    removed 2 exports
    compute.bagplot, StrRep
  • 0.99.20
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    2017-04-19 · diff ↗ ·
    removed 2 exports
    median.factor, Mean.default
    added 6 exports
    VecShift, VonNeumannTest, InsCol, InsRow, ConoverTest, ModelDlg
  • 0.99.19
    record
    2017-02-11 · diff ↗ ·
    added 10 exports
    Quantile, Unwhich, PlotDev, %^%, TitleRect, BarText, as.CDateFmt, Phrase, N, BootCI
  • 0.99.18
    record
    2016-11-04 · diff ↗ ·
    removed 16 exports
    DrawAnnulus, DrawAnnulusSector, ImportDlg, PalDescTools, PalHelsana, PalRedBlackGreen, PalRedToBlack, PalRedWhiteGreen, PalSteeblueWhite, PalTibco, PlotHorizBar, Ray, RobRange, WrdR, WrdText, SetLabel
    added 37 exports
    FileOpenCmd, Unit, Unit<-, Abstract, ColumnWrap, WrdCellRange, WrdMergeCells, WrdFormatCells, PlotPch, Some, plot.palette, Pal, Shade, StrExtract, Arrow, Asp, PlotLog, axTicks.Date, LineToUser, PseudoR2, MAE, MSE, RMSE, MAPE, NMSE, NMAE, BrierScore, Fmt, as.fmt, ModSummary and 7 more
  • 0.99.17
    record
    2016-06-15 · diff ↗ ·
    removed 1 export
    PartCor
    added 17 exports
    CorPart, WrdTableBorders, RomanToInt, DigitSum, Range, Mean, Mean.default, SD, Var, Cov, Cor, Median, MAD, AddClass, RemoveClass, StrRep, ORToRelRisk
  • 0.99.16
    record
    2016-03-07 · diff ↗ ·
    removed 124 exports
    CochranQTest.default, CochranQTest.formula, Conf.default, Conf.glm, Conf.matrix, Conf.multinom, Conf.randomForest, Conf.regr, Conf.rpart, Conf.svm, Conf.table, Desc.character, Desc.data.frame, Desc.Date, Desc.default, Desc.factor, Desc.flags, Desc.formula, Desc.integer, Desc.Lc, Desc.list, Desc.logical, Desc.matrix, Desc.numeric, Desc.ordered, Desc.table, DescFactNum, DescNumFact, DescNumNum, DescWrd.data.frame and 94 more
    added 16 exports
    AddMonthsYM, GoodmanKruskalTau, ColPicker, RoundTo, Lookup, KendallTauA, VarTest, PlotBinTree, ToWrd, BreuschGodfreyTest, WrdParagraphFormat, WrdParagraphFormat<-, WrdFont, WrdFont<-, WrdStyle, WrdStyle<-
  • 0.99.15
    record
    2015-10-25 · diff ↗ ·
    added 2 exports
    BarnardTest, FindRProfile
  • 0.99.14
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    2015-10-12 · diff ↗ ·
    removed 1 export
    MarginTable
    added 6 exports
    %like any%, lines.SmoothSpline, Margins, SmoothSpline, LongToRgb, PlotMiss
  • 0.99.13
    record
    2015-08-25 · diff ↗ ·
    added 1 export
    PDFManual
  • 0.99.12
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    2015-08-21 · diff ↗ ·
    removed 1 export
    pattern:^[^\\.]
    added 546 exports
    %()%, %(]%, %)(%, %)[%, %[)%, %[]%, %](%, %][%, %c%, %like%, %nin%, %overlaps%, AddMonths, Agree, AllDuplicated, AndersonDarlingTest, aovlDetails, aovlErrorTerms, as.matrix.xtabs, AscToChar, Assocs, Atkinson, AUC, AxisBreak, BartelsRankTest, BinomCI, BinomDiffCI, BinomRatioCI, BinToDec, BoxCox and 516 more
  • 0.99.11
    record
    2015-05-15 · diff ↗
  • 0.99.10
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    2015-03-21 · diff ↗
  • 0.99.9
    record
    2015-01-20 · diff ↗
  • 0.99.8.1
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    2014-09-22 · diff ↗
  • 0.99.8
    record
    2014-09-20 · diff ↗
  • 0.99.7
    record
    2014-05-04 · diff ↗
  • 0.99.6
    record
    2014-01-07
  • R
    R 3.0.0 released · 2013-04-03

Package metadata

First published
2013-12-18
Total releases
57 / 13 yrs
License
GPL (>= 2) OSI
Additional repositories
www.omegahat.net
Minimum R
≥ 4.2.0
Bundled data
83 KB / 20 files
Download size
2.6 MB
Appears in task views

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DescTools")
Signorell, A., Aho, K., Alfons, A., Anderegg, N., Arachchige, C., Aragon, T., Arppe, A., Baddeley, A., Barton, K., Bolker, B., Borchers, H. W., Caeiro, F., Champely, S., Chessel, D., Chhay, L., Cooper, N., Cummins, C., Dewey, M., Doran, H. C., Dray, S., Dupont, C., Eddelbuettel, D., Ekstrom, C., Elff, M., Enos, J., Farebrother, R. W., Fox, J., Francois, R., Friendly, M., Galili, T., Gamer, M., Gastwirth, J. L., Gegzna, V., Gel, Y. R., Graber, S., Gross, J., Grothendieck, G., Harrell Jr, F. E., Heiberger, R., Hoehle, M., Hoffmann, C. W., Hojsgaard, S., Hothorn, T., Huerzeler, M., Hui, W. W., Hurd, P., Hyndman, R. J., Jackson, C., Kohl, M., Korpela, M., Kuhn, M., Labes, D., Leisch, F., Lemon, J., Li, D., Maechler, M., Magnusson, A., Mainwaring, B., Malter, D., Marsaglia, G., Marsaglia, J., Matei, A., Meyer, D., Miao, W., Millo, G., Min, Y., Mitchell, D., Moser, C. F., Mueller, F., Naepflin, M., Navarro, D., Nilsson, H., Nordhausen, K., Ogle, D., Ooi, H., Parsons, N., Pavoine, S., Plate, T., Prendergast, L., Rapold, R., Revelle, W., Rinker, T., Ripley, B. D., Rodriguez, C., Russell, N., Sabbe, N., Scherer, R., Seshan, V. E., Smithson, M., Snow, G., Soetaert, K., Stahel, W. A., Stephenson, A., Stevenson, M., Stubner, R., Templ, M., Temple Lang, D., Therneau, T., Tille, Y., Torgo, L., Trapletti, A., Ulrich, J., Ushey, K., VanDerWal, J., Venables, B., Verzani, J., Villacorta Iglesias, P. J., Warnes, G. R., Wellek, S., Wickham, H., Wilcox, R. R., Wolf, P., Wollschlaeger, D., Wood, J., Wu, Y., Yee, T., & Zeileis, A. (2025). DescTools: Tools for Descriptive Statistics (Version 0.99.60) [Computer software]. https://doi.org/10.32614/CRAN.package.DescTools

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for DescTools version 0.99.60 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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