factoextra: Extract and Visualize the Results of Multivariate Data Analyses

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.

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
http://www.sthda.com/english/rpkgs/factoextra

View on CRAN

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

Files in this package

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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