factoextra: Extract and Visualize the Results of Multivariate Data Analyses
Version 1.0.4

Provides some 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) functions from different R packages. It contains also functions for simplifying some clustering analysis steps and provides 'ggplot2' - based elegant data visualization.

Browse man pages Browse package API and functions Browse package files

AuthorAlboukadel Kassambara [aut, cre], Fabian Mundt [aut]
Date of publication2017-01-09 09:49:46
MaintainerAlboukadel Kassambara <alboukadel.kassambara@gmail.com>
LicenseGPL-2
Version1.0.4
URL http://www.sthda.com/english/rpkgs/factoextra
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("factoextra")

Man pages

decathlon2: Athletes' performance in decathlon
deprecated: Deprecated Functions
dist: Enhanced Distance Matrix Computation and Visualization
eclust: Visual enhancement of clustering analysis
eigenvalue: Extract and visualize the eigenvalues/variances of dimensions
facto_summarize: Subset and summarize the output of factor analyses
fviz: Visualizing Multivariate Analyse Outputs
fviz_add: Add supplementary data to a plot
fviz_ca: Visualize Correspondence Analysis
fviz_cluster: Visualize Clustering Results
fviz_contrib: Visualize the contributions of row/column elements
fviz_cos2: Visualize the quality of representation of rows/columns
fviz_dend: Enhanced Visualization of Dendrogram
fviz_ellipses: Draw confidence ellipses around the categories
fviz_famd: Visualize Factor Analysis of Mixed Data
fviz_hmfa: Visualize Hierarchical Multiple Factor Analysis
fviz_mca: Visualize Multiple Correspondence Analysis
fviz_mclust: Plot Model-Based Clustering Results using ggplot2
fviz_mfa: Visualize Multiple Factor Analysis
fviz_nbclust: Dertermining and Visualizing the Optimal Number of Clusters
fviz_pca: Visualize Principal Component Analysis
fviz_silhouette: Visualize Silhouette Information from Clustering
get_ca: Extract the results for rows/columns - CA
get_clust_tendency: Assessing Clustering Tendency
get_famd: Extract the results for individuals and variables - FAMD
get_hmfa: Extract the results for individuals/variables/group/partial...
get_mca: Extract the results for individuals/variables - MCA
get_mfa: Extract the results for individuals/variables/group/partial...
get_pca: Extract the results for individuals/variables - PCA
hcut: Computes Hierarchical Clustering and Cut the Tree
hkmeans: Hierarchical k-means clustering
housetasks: House tasks contingency table
multishapes: A dataset containing clusters of multiple shapes
poison: Poison
print.factoextra: Print method for an object of class factoextra

Functions

add_corr_circle Source code
add_ind_groups Source code
add_outliers Source code
add_supp Source code
arrows Source code
as.phylo Source code
build_title Source code
check_axes Source code
check_if_quali_exists Source code
check_if_quanti_exists Source code
decathlon2 Man page
define_element_sup Source code
deprecated Man page
dist Man page
eclust Man page Source code
eigenvalue Man page
facto_dep Source code
facto_summarize Man page Source code
fviz Man page Source code
fviz_add Man page Source code
fviz_ca Man page Source code
fviz_ca_biplot Man page Source code
fviz_ca_col Man page Source code
fviz_ca_row Man page Source code
fviz_cluster Man page Source code
fviz_contrib Man page Source code
fviz_cos2 Man page Source code
fviz_dend Man page Source code
fviz_dist Man page Source code
fviz_eig Man page Source code
fviz_ellipses Man page Source code
fviz_famd Man page Source code
fviz_famd_ind Man page Source code
fviz_famd_var Man page Source code
fviz_finish Source code
fviz_gap_stat Man page Source code
fviz_hmfa Man page Source code
fviz_hmfa_group Man page Source code
fviz_hmfa_ind Man page Source code
fviz_hmfa_ind_starplot Man page Source code
fviz_hmfa_quali_biplot Man page Source code
fviz_hmfa_quali_var Man page Source code
fviz_hmfa_quanti_var Man page Source code
fviz_hmfa_var Man page Source code
fviz_mca Man page Source code
fviz_mca_biplot Man page Source code
fviz_mca_ind Man page Source code
fviz_mca_var Man page Source code
fviz_mclust Man page Source code
fviz_mclust_bic Man page Source code
fviz_mfa Man page Source code
fviz_mfa_axes Man page Source code
fviz_mfa_group Man page Source code
fviz_mfa_ind Man page Source code
fviz_mfa_ind_starplot Man page Source code
fviz_mfa_quali_biplot Man page Source code
fviz_mfa_quali_var Man page Source code
fviz_mfa_quanti_var Man page Source code
fviz_mfa_var Man page Source code
fviz_nbclust Man page Source code
fviz_pca Man page Source code
fviz_pca_biplot Man page Source code
fviz_pca_contrib Man page Source code
fviz_pca_ind Man page Source code
fviz_pca_var Man page Source code
fviz_screeplot Man page Source code
fviz_silhouette Man page Source code
gap_stat Source code
generate_multishapes Source code
get_ave_sil_width Source code
get_ca Man page Source code
get_ca_col Man page Source code
get_ca_col_sup Source code
get_ca_mass Source code
get_ca_row Man page Source code
get_ca_row_sup Source code
get_clust_tendency Man page Source code
get_dist Man page Source code
get_eig Man page Source code
get_eigenvalue Man page Source code
get_facto_class Source code
get_famd Man page Source code
get_famd_ind Man page Source code
get_famd_var Man page Source code
get_hmfa Man page Source code
get_hmfa_group Man page Source code
get_hmfa_ind Man page Source code
get_hmfa_partial Man page Source code
get_hmfa_quali_var Man page Source code
get_hmfa_quanti_var Man page Source code
get_hmfa_var Man page Source code
get_k Source code
get_label_params Source code
get_mca Man page Source code
get_mca_ind Man page Source code
get_mca_var Man page Source code
get_mfa Man page Source code
get_mfa_group Man page Source code
get_mfa_group_sup Source code
get_mfa_ind Man page Source code
get_mfa_partial_axes Man page Source code
get_mfa_quali_var Man page Source code
get_mfa_quanti_var Man page Source code
get_mfa_var Man page Source code
get_pca Man page Source code
get_pca_ind Man page Source code
get_pca_ind_results Source code
get_pca_var Man page Source code
get_pca_var_results Source code
get_quali_var_sup_names Source code
get_quanti_var_groups Source code
get_scale_unit Source code
get_silinfo Source code
get_supp Source code
get_withinSS Source code
ggbarplot Source code
ggplot_dend Source code
hcut Man page Source code
hide Source code
hkmeans Man page Source code
hkmeans_tree Man page Source code
housetasks Man page
jitter Source code
label Source code
maxSE Source code
multishapes Man page
phylogenic_tree Source code
poison Man page
prcomp_reconst Source code
print.factoextra Man page Source code
print.hkmeans Man page Source code
rect_dendrogram Source code
scale_ca Source code
scale_ca_col Source code
scale_ca_colsupp Source code
scale_ca_row Source code
scale_ca_rowsupp Source code
select Source code
viz_NbClust Source code

Files

NAMESPACE
NEWS.md
data
data/multishapes.rda
data/poison.rda
data/decathlon2.rda
data/housetasks.rda
R
R/fviz_pca.R
R/get_ca.R
R/print.factoextra.R
R/hkmeans.R
R/eigenvalue.R
R/multishapes.R
R/fviz_add.R
R/fviz_cos2.R
R/fviz_dend.R
R/get_famd.R
R/fviz_mca.R
R/cluster_utilities.R
R/fviz_cluster.R
R/fviz_mclust.R
R/get_hmfa.R
R/utilities.R
R/decathlon2.R
R/get_mfa.R
R/facto_summarize.R
R/deprecated.R
R/fviz_ellipses.R
R/fviz_silhouette.R
R/fviz_famd.R
R/dist.R
R/hcut.R
R/fviz_hmfa.R
R/poison.R
R/fviz_mfa.R
R/fviz_ca.R
R/fviz_nbclust.R
R/eclust.R
R/get_pca.R
R/get_clust_tendency.R
R/housetasks.R
R/get_mca.R
R/fviz_contrib.R
R/fviz.R
README.md
MD5
DESCRIPTION
man
man/deprecated.Rd
man/fviz_silhouette.Rd
man/fviz_dend.Rd
man/decathlon2.Rd
man/get_mfa.Rd
man/fviz_famd.Rd
man/get_mca.Rd
man/get_ca.Rd
man/fviz_add.Rd
man/fviz_ca.Rd
man/fviz_ellipses.Rd
man/fviz_cluster.Rd
man/fviz_mfa.Rd
man/fviz_nbclust.Rd
man/facto_summarize.Rd
man/hcut.Rd
man/get_hmfa.Rd
man/poison.Rd
man/print.factoextra.Rd
man/hkmeans.Rd
man/fviz_pca.Rd
man/get_clust_tendency.Rd
man/eclust.Rd
man/multishapes.Rd
man/housetasks.Rd
man/fviz_mca.Rd
man/fviz.Rd
man/fviz_hmfa.Rd
man/eigenvalue.Rd
man/fviz_cos2.Rd
man/dist.Rd
man/get_famd.Rd
man/fviz_mclust.Rd
man/fviz_contrib.Rd
man/get_pca.Rd
factoextra documentation built on May 20, 2017, 12:41 a.m.