Package: factoextra Type: Package Title: Extract and Visualize the Results of Multivariate Data Analyses Version: 2.1.0.9000 Date: 2026-06-26 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 also includes support for supplementary qualitative variables in 'FactoMineR' 'FAMD' and 'MFA' workflows, hardened validation for clustering and dimension-reduction helper workflows, backward-compatible phylogenetic dendrogram layout support for current 'igraph' APIs, and 'ggplot2'-based data visualization. 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, 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/index.html 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 Repository: https://kassambara.r-universe.dev Date/Publication: 2026-07-15 20:29:53 UTC RemoteUrl: https://github.com/kassambara/factoextra RemoteRef: HEAD RemoteSha: 6365c3837b24d9f92aa59c7638a99e996affe037 NeedsCompilation: no Packaged: 2026-07-15 20:48:58 UTC; root Author: Alboukadel Kassambara [aut, cre] (ORCID: ), Fabian Mundt [aut], Laszlo Erdey [ctb] (ORCID: , affiliation: Faculty of Economics and Business, University of Debrecen, Hungary, contribution: Modern compatibility fixes, tests, and maintenance updates) Maintainer: Alboukadel Kassambara