Package: factoextra
Type: Package
Title: Extract and Visualize the Results of Multivariate Data Analyses
Version: 2.2.0.9000
Date: 2026-07-24
Authors@R: c(
    person("Alboukadel", "Kassambara", role = c("aut", "cre"), email = "alboukadel.kassambara@gmail.com",
           comment = c(ORCID = "0009-0002-9136-0791")),
    person("Fabian", "Mundt", role = "aut", email = "f.mundt@inventionate.de"),
    person("Laszlo", "Erdey", role = "ctb", email = "erdey.laszlo@econ.unideb.hu",
           comment = c(ORCID = "0000-0002-6781-4303",
                       affiliation = "Faculty of Economics and Business, University of Debrecen, Hungary",
                       contribution = "Modern compatibility fixes, tests, and maintenance updates"))
    )
Description: Provides easy-to-use functions to extract and visualize
        the output of multivariate data analyses, including 'PCA'
        (Principal Component Analysis), 'CA' (Correspondence Analysis),
        'MCA' (Multiple Correspondence Analysis), 'FAMD' (Factor
        Analysis of Mixed Data), 'MFA' (Multiple Factor Analysis), and
        'HMFA' (Hierarchical Multiple Factor Analysis) from different R
        packages. It standardizes coordinates, squared cosines,
        contributions, and eigenvalues from several analysis backends
        and produces 'ggplot2'-based factor maps, scree plots,
        contribution plots, clustering diagnostics, dendrograms, and
        silhouette plots. It also visualizes two-dimensional 'UMAP' and
        t-SNE embeddings and adapts precomputed or 'tidymodels'
        principal-component results for the same plotting interface.
License: GPL-2
LazyData: true
LazyDataCompression: xz
Encoding: UTF-8
Depends: R (>= 4.1.0), ggplot2 (>= 3.5.2)
Imports: cluster (>= 2.1.8.2), dendextend (>= 1.19.1), FactoMineR (>=
        2.13), ggpubr (>= 0.6.3), grid, rlang (>= 1.1.7), stats,
        ggrepel (>= 0.9.5)
Suggests: ade4, ca, hardhat, igraph, MASS, knitr, mclust, parsnip,
        recipes, rmarkdown, Rtsne, testthat (>= 3.0.0), umap, uwot,
        workflows
VignetteBuilder: knitr
URL: https://github.com/kassambara/factoextra,
        https://rpkgs.datanovia.com/factoextra/
BugReports: https://github.com/kassambara/factoextra/issues
Collate: 'fviz_add.R' 'eigenvalue.R' 'utilities.R' 'as_factoextra.R'
        'cluster_utilities.R' 'decathlon2.R' 'print.factoextra.R'
        'get_hmfa.R' 'fviz_hmfa.R' 'get_mfa.R' 'fviz_mfa.R'
        'deprecated.R' 'dist.R' 'fviz_dend.R' 'hcut.R' 'get_pca.R'
        'fviz_cluster.R' 'eclust.R' 'facto_summarize.R' 'fviz.R'
        'fviz_ca.R' 'fviz_contrib.R' 'fviz_cos2.R' 'fviz_ellipses.R'
        'fviz_famd.R' 'get_mca.R' 'fviz_mca.R' 'fviz_mclust.R'
        'fviz_nbclust.R' 'fviz_pca.R' 'fviz_silhouette.R' 'fviz_umap.R'
        'get_ca.R' 'get_clust_tendency.R' 'get_famd.R' 'hkmeans.R'
        'housetasks.R' 'multishapes.R' 'poison.R' 'theme_palette.R'
        'zzz.R'
RoxygenNote: 7.3.3
Config/testthat/edition: 3
Config/pak/sysreqs: cmake libfreetype6-dev make libicu-dev libpng-dev
        libuv1-dev zlib1g-dev
Repository: https://kassambara.r-universe.dev
Date/Publication: 2026-07-24 10:09:42 UTC
RemoteUrl: https://github.com/kassambara/factoextra
RemoteRef: HEAD
RemoteSha: 4d37087f7781691c3dad6c16e304de3679196334
NeedsCompilation: no
Packaged: 2026-10-08 12:15:15 UTC; root
Author: Alboukadel Kassambara [aut, cre] (ORCID:
    <https://orcid.org/0009-0002-9136-0791>),
  Fabian Mundt [aut],
  Laszlo Erdey [ctb] (ORCID: <https://orcid.org/0000-0002-6781-4303>,
    affiliation: Faculty of Economics and Business, University of
    Debrecen, Hungary, contribution: Modern compatibility fixes, tests,
    and maintenance updates)
Maintainer: Alboukadel Kassambara <alboukadel.kassambara@gmail.com>