{ "_id": "6a228743cd65a98ecbd535cf", "Package": "GDAtools", "Type": "Package", "Title": "Geometric Data Analysis", "Version": "2.3", "Authors@R": "c(person(\"Nicolas\", \"Robette\", role = c(\"aut\", \"cre\"), email = \"nicolas.robette@uvsq.fr\"))", "Description": "Many tools for Geometric Data Analysis (Le Roux & Rouanet\n(2005) ), such as MCA variants\n(Specific Multiple Correspondence Analysis, Class Specific\nAnalysis), many graphical and statistical aids to\ninterpretation (structuring factors, concentration ellipses,\ninductive tests, bootstrap validation, etc.) and multiple-table\nanalysis (Multiple Factor Analysis, between- and inter-class\nanalysis, Principal Component Analysis and Correspondence\nAnalysis with Instrumental Variables, etc.).", "License": "GPL (>= 2)", "Encoding": "UTF-8", "URL": "https://framagit.org/nicolas-robette/GDAtools,\nhttps://nicolas-robette.frama.io/GDAtools/", "BugReports": "https://framagit.org/nicolas-robette/GDAtools/-/issues", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 08:17:56 UTC", "User": "root" }, "Author": "Nicolas Robette [aut, cre]", "Maintainer": "Nicolas Robette ", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://nicolas-robette.r-universe.dev", "Date/Publication": "2025-05-29 10:42:18 UTC", "RemoteUrl": "https://github.com/cran/GDAtools", "RemoteRef": "HEAD", "RemoteSha": "fcd26866931786f97fd71cd52662517a74880f9f", "MD5sum": "08da2e0c8eb72c6fbbbb372c34ad5a4a", "_user": "nicolas-robette", "_type": "src", "_file": "GDAtools_2.3.tar.gz", "_fileid": "7f8fcbf5855db475f93787d5741b8bb888cd1c47d93ff6f172b7aa2548ae719b", "_filesize": 854648, "_sha256": "7f8fcbf5855db475f93787d5741b8bb888cd1c47d93ff6f172b7aa2548ae719b", "_created": "2026-06-05T08:17:56.000Z", "_published": "2026-06-05T08:22:26.991Z", "_distro": "noble", "_jobs": [ { "job": 79690522012, "time": 228, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7432064537" }, { "job": 79690522019, "time": 221, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7432062785" }, { "job": 79690521979, "time": 134, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7432036731" }, { "job": 79690521999, "time": 113, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7432030395" }, { "job": 79689963400, "time": 226, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7431996672" }, { "job": 79690521991, "time": 148, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7432040361" }, { "job": 79690521998, "time": 171, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7432047299" }, { "job": 79690522004, "time": 225, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7432063669" }, { "job": 79690521985, "time": 158, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7432043284" } ], "_buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/GDAtools", "_commit": { "id": "fcd26866931786f97fd71cd52662517a74880f9f", "author": "Nicolas Robette ", "committer": "cran-robot ", "message": "version 2.3\n", "time": 1748515338 }, "_maintainer": { "name": "Nicolas Robette", "email": "nicolas.robette@uvsq.fr", "login": "nicolas-robette", "description": "", "uuid": 40861887 }, "_registered": true, "_dependencies": [ { "package": "descriptio", "version": ">= 1.2", "role": "Imports" }, { "package": "FactoMineR", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "ggrepel", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "TraMineR", "role": "Suggests" }, { "package": "sf", "role": "Suggests" }, { "package": "shiny", "role": "Suggests" }, { "package": "miniUI", "role": "Suggests" }, { "package": "esquisse", "role": "Suggests" }, { "package": "rclipboard", "role": "Suggests" }, { "package": "factoextra", "role": "Suggests" }, { "package": "ade4", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "nicolas-robette", "count": 13, "uuid": 40861887 } ], "_userbio": { "uuid": 40861887, "type": "user", "name": "nicolas-robette" }, "_downloads": { "count": 888, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GDAtools" }, "_pkgdown": "https://nicolas-robette.frama.io/GDAtools/", "_searchresults": 96, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/GDAtools.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "nicolas-robette", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2014-03-04" }, { "version": "1.1", "date": "2014-04-20" }, { "version": "1.3", "date": "2014-09-06" }, { "version": "1.4", "date": "2017-03-07" }, { "version": "1.5", "date": "2020-05-17" }, { "version": "1.6", "date": "2021-03-28" }, { "version": "1.7", "date": "2021-05-31" }, { "version": "1.7.2", "date": "2022-02-22" }, { "version": "2.0", "date": "2023-04-01" }, { "version": "2.0.1", "date": "2023-10-06" }, { "version": "2.1", "date": "2024-03-07" }, { "version": "2.2", "date": "2025-05-20" }, { "version": "2.3", "date": "2025-05-29" } ], "_exports": [ "ahc.plots", "angles.csa", "assoc.catcont", "assoc.twocat", "assoc.twocont", "assoc.yx", "barplot_contrib", "bcMCA", "bcPCA", "bootvalid_supvars", "bootvalid_variables", "break_interaction", "burt", "catdesc", "coiMCA", "coiPCA", "conc.ellipse", "condesc", "contrib", "csMCA", "DA", "DAQ", "darma", "dichotom", "dichotomixed", "dimcontrib", "dimdescr", "dimeta2", "dimtypicality", "dist.chi2", "flip.mca", "getindexcat", "ggadd_attractions", "ggadd_chulls", "ggadd_corr", "ggadd_density", "ggadd_ellipses", "ggadd_interaction", "ggadd_kellipses", "ggadd_partial", "ggadd_supind", "ggadd_supvar", "ggadd_supvars", "ggassoc_boxplot", "ggassoc_crosstab", "ggassoc_phiplot", "ggassoc_scatter", "ggaxis_variables", "ggbootvalid_supvars", "ggbootvalid_variables", "ggcloud_indiv", "ggcloud_variables", "ggeta2_variables", "ggsmoothed_supvar", "gPCA", "homog.test", "ijunk", "indsup", "MCAiv", "MCAoiv", "medoids", "modif.rate", "multiMCA", "nsCA", "nsca.biplot", "PCAiv", "PCAoiv", "pem", "phi.table", "planecontrib", "plot.csMCA", "plot.multiMCA", "plot.speMCA", "plot.stMCA", "quadrant", "quasindep", "reshape_between", "rvcoef", "scaled.dev", "speMCA", "stMCA", "supind", "supvar", "supvars", "tabcontrib", "textindsup", "textvarsup", "translate.logit", "varsup", "varsups", "wcMCA", "wcPCA", "wtable" ], "_datasets": [ { "name": "Music", "title": "Music (data)", "object": "Music", "class": [ "data.frame" ], "fields": [ "FrenchPop", "Rap", "Rock", "Jazz", "Classical", "Gender", "Age", "OnlyMus", "Daily" ], "rows": 500, "table": true, "tojson": true }, { "name": "Taste", "title": "Taste (data)", "object": "Taste", "class": [ "data.frame" ], "fields": [ "FrenchPop", "Rap", "Rock", "Jazz", "Classical", "Comedy", "Crime", "Animation", "SciFi", "Love", "Musical", "Gender", "Age", "Educ" ], "rows": 2000, "table": true, "tojson": true } ], "_help": [ { "page": "ahc.plots", "title": "Plots for Ascending Hierarchical Clustering", "topics": [ "ahc.plots" ] }, { "page": "angles.csa", "title": "Cosine similarities and angles between CSA and MCA", "topics": [ "angles.csa" ] }, { "page": "barplot_contrib", "title": "Bar plot of contributions", "topics": [ "barplot_contrib" ] }, { "page": "bcMCA", "title": "Between-class MCA", "topics": [ "bcMCA" ] }, { "page": "bcPCA", "title": "Between-class Principal Component Analysis", "topics": [ "bcPCA" ] }, { "page": "bootvalid_supvars", "title": "Bootstrap validation (supplementary variables)", "topics": [ "bootvalid_supvars" ] }, { "page": "bootvalid_variables", "title": "Bootstrap validation (active variables)", "topics": [ "bootvalid_variables" ] }, { "page": "break_interaction", "title": "Additive Breakdowns of Variances", "topics": [ "break_interaction" ] }, { "page": "burt", "title": "Burt table", "topics": [ "burt" ] }, { "page": "coiMCA", "title": "Coinertia analysis between two groups of categorical variables", "topics": [ "coiMCA" ] }, { "page": "coiPCA", "title": "Coinertia analysis between two groups of numerical variables", "topics": [ "coiPCA" ] }, { "page": "conc.ellipse", "title": "Concentration ellipses", "topics": [ "conc.ellipse" ] }, { "page": "contrib", "title": "Contributions of active variables", "topics": [ "contrib" ] }, { "page": "csMCA", "title": "Class Specific Analysis", "topics": [ "csMCA" ] }, { "page": "DA", "title": "Discriminant Analysis", "topics": [ "DA" ] }, { "page": "DAQ", "title": "Discriminant Analysis of Qualitative Variables", "topics": [ "DAQ" ] }, { "page": "dichotom", "title": "Dichotomizes the variables in a data frame", "topics": [ "dichotom" ] }, { "page": "dichotomixed", "title": "Dichotomizes the factor variables in a mixed format data frame", "topics": [ "dichotomixed" ] }, { "page": "dimcontrib", "title": "Description of the contributions to axes", "topics": [ "dimcontrib" ] }, { "page": "dimdescr", "title": "Description of the dimensions", "topics": [ "dimdescr" ] }, { "page": "dimeta2", "title": "Correlation ratios (aka eta-squared) of supplementary variables", "topics": [ "dimeta2" ] }, { "page": "dimtypicality", "title": "Typicality tests for supplementary variables", "topics": [ "dimtypicality" ] }, { "page": "dist.chi2", "title": "Chi-squared distance", "topics": [ "dist.chi2" ] }, { "page": "flip.mca", "title": "Flips the coordinates", "topics": [ "flip.mca" ] }, { "page": "getindexcat", "title": "Names of the categories in a data frame", "topics": [ "getindexcat" ] }, { "page": "ggadd_attractions", "title": "Plot of attractions between categories", "topics": [ "ggadd_attractions" ] }, { "page": "ggadd_chulls", "title": "Convex hulls for a categorical supplementary variable", "topics": [ "ggadd_chulls" ] }, { "page": "ggadd_corr", "title": "Heatmap of under/over-representation of a supplementary variable", "topics": [ "ggadd_corr" ] }, { "page": "ggadd_density", "title": "Density plot of a supplementary variable", "topics": [ "ggadd_density" ] }, { "page": "ggadd_ellipses", "title": "Confidence ellipses", "topics": [ "ggadd_ellipses" ] }, { "page": "ggadd_interaction", "title": "Plot of interactions between two categorical supplementary variables", "topics": [ "ggadd_interaction" ] }, { "page": "ggadd_kellipses", "title": "Concentration ellipses and k-inertia ellipses", "topics": [ "ggadd_kellipses" ] }, { "page": "ggadd_partial", "title": "Main and partial effect of a supplementary variable", "topics": [ "ggadd_partial" ] }, { "page": "ggadd_supind", "title": "Plot of supplementary individuals", "topics": [ "ggadd_supind" ] }, { "page": "ggadd_supvar", "title": "Plot of a categorical supplementary variable", "topics": [ "ggadd_supvar" ] }, { "page": "ggadd_supvars", "title": "Plot of categorical supplementary variables", "topics": [ "ggadd_supvars" ] }, { "page": "ggaxis_variables", "title": "Plot of variables on a single axis", "topics": [ "ggaxis_variables" ] }, { "page": "ggbootvalid_supvars", "title": "Ellipses of bootstrap validation (supplementary variables)", "topics": [ "ggbootvalid_supvars" ] }, { "page": "ggbootvalid_variables", "title": "Ellipses of bootstrap validation (active variables)", "topics": [ "ggbootvalid_variables" ] }, { "page": "ggcloud_indiv", "title": "Plot of the cloud of individuals", "topics": [ "ggcloud_indiv" ] }, { "page": "ggcloud_variables", "title": "Plot of the cloud of variables", "topics": [ "ggcloud_variables" ] }, { "page": "ggeta2_variables", "title": "eta-squared plot", "topics": [ "ggeta2_variables" ] }, { "page": "ggsmoothed_supvar", "title": "Plots the density a supplementary variable", "topics": [ "ggsmoothed_supvar" ] }, { "page": "gPCA", "title": "Generalized Principal Component Analysis", "topics": [ "gPCA" ] }, { "page": "homog.test", "title": "Homogeneity test for a categorical supplementary variable", "topics": [ "homog.test" ] }, { "page": "ijunk", "title": "App for junk categories of specific MCA", "topics": [ "ijunk" ] }, { "page": "MCAiv", "title": "Multiple Correspondence Analysis with Instrumental Variables", "topics": [ "MCAiv" ] }, { "page": "MCAoiv", "title": "Multiple Correspondence Analysis with Orthogonal Instrumental Variables", "topics": [ "MCAoiv" ] }, { "page": "medoids", "title": "Medoids of clusters", "topics": [ "medoids" ] }, { "page": "modif.rate", "title": "Benzecri's modified rates of variance", "topics": [ "modif.rate" ] }, { "page": "multiMCA", "title": "Multiple Factor Analysis", "topics": [ "multiMCA" ] }, { "page": "Music", "title": "Music (data)", "topics": [ "Music" ] }, { "page": "nsCA", "title": "Nonsymmetric Correspondence Analysis", "topics": [ "nsCA" ] }, { "page": "nsca.biplot", "title": "Biplot for Nonsymmetric Correspondence Analysis", "topics": [ "nsca.biplot" ] }, { "page": "PCAiv", "title": "Principal Component Analysis with Instrumental Variables", "topics": [ "PCAiv" ] }, { "page": "PCAoiv", "title": "Principal Component Analysis with Orthogonal Instrumental Variables", "topics": [ "PCAoiv" ] }, { "page": "planecontrib", "title": "Contributions to a plane", "topics": [ "planecontrib" ] }, { "page": "plot.csMCA", "title": "Plot of class specific MCA", "topics": [ "plot.csMCA" ] }, { "page": "plot.multiMCA", "title": "Plot of Multiple Factor Analysis", "topics": [ "plot.multiMCA" ] }, { "page": "plot.speMCA", "title": "Plot of specific MCA", "topics": [ "plot.speMCA" ] }, { "page": "plot.stMCA", "title": "Plot of standardized MCA", "topics": [ "plot.stMCA" ] }, { "page": "quadrant", "title": "Quadrant of active individuals", "topics": [ "quadrant" ] }, { "page": "quasindep", "title": "Quasi-correspondence analysis", "topics": [ "quasindep" ] }, { "page": "reshape_between", "title": "Reshapes objects created with bcMCA()", "topics": [ "reshape_between" ] }, { "page": "rvcoef", "title": "RV coefficient", "topics": [ "rvcoef" ] }, { "page": "scaled.dev", "title": "Scaled deviations for a categorical supplementary variable", "topics": [ "scaled.dev" ] }, { "page": "speMCA", "title": "specific MCA", "topics": [ "speMCA" ] }, { "page": "stMCA", "title": "Standardized MCA", "topics": [ "stMCA" ] }, { "page": "supind", "title": "Statistics for supplementary individuals", "topics": [ "indsup", "supind" ] }, { "page": "supvar", "title": "Statistics for a categorical supplementary variable", "topics": [ "supvar", "varsup" ] }, { "page": "supvars", "title": "Statistics for categorical supplementary variables", "topics": [ "supvars", "varsups" ] }, { "page": "tabcontrib", "title": "Table with the main contributions of categories to an axis", "topics": [ "tabcontrib" ] }, { "page": "Taste", "title": "Taste (data)", "topics": [ "Taste" ] }, { "page": "textindsup", "title": "Plot of supplementary individuals", "topics": [ "textindsup" ] }, { "page": "textvarsup", "title": "Plot of a categorical supplementary variable", "topics": [ "textvarsup" ] }, { "page": "translate.logit", "title": "Deprecated function", "topics": [ "translate.logit" ] }, { "page": "wcMCA", "title": "Within-class MCA", "topics": [ "wcMCA" ] }, { "page": "wcPCA", "title": "Within-class Principal Component Analysis", "topics": [ "wcPCA" ] }, { "page": "deprecated", "title": "Deprecated functions", "topics": [ "assoc.catcont", "assoc.twocat", "assoc.twocont", "assoc.yx", "catdesc", "condesc", "darma", "ggassoc_boxplot", "ggassoc_crosstab", "ggassoc_phiplot", "ggassoc_scatter", "pem", "phi.table", "wtable" ] } ], "_readme": "https://github.com/cran/GDAtools/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "base64enc", "boot", "broom", "bslib", "cachem", "car", "carData", "cli", "cluster", "colorspace", "cowplot", "cpp11", "crosstalk", "Deriv", "descriptio", "digest", "doBy", "dplyr", "DT", "ellipse", "emmeans", "estimability", "evaluate", "FactoMineR", "farver", "fastmap", "flashClust", "fontawesome", "forecast", "Formula", "fracdiff", "fs", "generics", "ggplot2", "ggrepel", "glue", "gtable", "highr", "htmltools", "htmlwidgets", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lazyeval", "leaps", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "microbenchmark", "mime", "minqa", "modelr", "multcompView", "mvtnorm", "nlme", "nloptr", "nnet", "numDeriv", "otel", "pbkrtest", "pillar", "pkgconfig", "promises", "purrr", "quantreg", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "rmarkdown", "S7", "sass", "scales", "scatterplot3d", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "tinytex", "urca", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zoo" ], "_score": 3.1583624920952493, "_indexed": true, "_nocasepkg": "gdatools", "_universes": [ "nicolas-robette" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.3", "date": "2026-06-05T08:20:55.000Z", "distro": "noble", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "3e8d0947d4949a154695e6f80f9a9f36e638013b08966f3e6abcc7b49fb5bcf9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.6.0", "os": "linux", "version": "2.3", "date": "2026-06-05T08:20:53.000Z", "distro": "noble", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "8a1e1620f2997060b7d28b2647b67452adfe0d73a1f05ea6938d968b1baaf180", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.5.3", "os": "mac", "version": "2.3", "date": "2026-06-05T08:19:48.000Z", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "37b774a2231c9948b59e91c504df7a61702aadeb292501608522c36997ffa993", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.6.0", "os": "mac", "version": "2.3", "date": "2026-06-05T08:19:34.000Z", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "3a0ec59cbc4db90daae30c070a4a9a3fd4084212c9e3479863c795ea09785a85", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.6.0", "os": "wasm", "version": "2.3", "date": "2026-06-05T08:20:48.000Z", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "2dd77c8eb4a701f1d77a6968209820367a73bb78d81dbd045b3eee6a324555ab", "status": "success", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.7.0", "os": "win", "version": "2.3", "date": "2026-06-05T08:19:40.000Z", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "8956c2ba29a7561b3f32d670705276a53afac6d549c447d141a94d06dc935e04", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.5.3", "os": "win", "version": "2.3", "date": "2026-06-05T08:20:30.000Z", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "eca51c82f282b6412883ea9f0034fd6f8f9160b914036221d479ef3564fd1990", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" }, { "r": "4.6.0", "os": "win", "version": "2.3", "date": "2026-06-05T08:19:47.000Z", "commit": "fcd26866931786f97fd71cd52662517a74880f9f", "fileid": "f53bb05f375b3f82dd782150f4263a36591fd2c724e25fe88a916263d0464923", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nicolas-robette/actions/runs/27003690049" } ] }