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), '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.

Author
Alboukadel Kassambara [aut, cre], Fabian Mundt [aut]
Date of publication
2016-04-26 16:50:39
Maintainer
Alboukadel Kassambara <alboukadel.kassambara@gmail.com>
License
GPL-2
Version
1.0.3
URLs

View on CRAN

Man pages

decathlon2
Athletes' performance in decathlon
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_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_hmfa
Visualize Hierarchical Multiple Factor Analysis
fviz_mca
Visualize Multiple Correspondence Analysis
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_hmfa
Extract the results for individuals/quantitative...
get_mca
Extract the results for individuals/variables - MCA
get_mfa
Extract the results for individuals/quantitative...
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/fviz_mca.R
factoextra/R/cluster_utilities.R
factoextra/R/fviz_cluster.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/fviz_silhouette.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/README.md
factoextra/MD5
factoextra/DESCRIPTION
factoextra/man
factoextra/man/fviz_silhouette.Rd
factoextra/man/fviz_dend.Rd
factoextra/man/decathlon2.Rd
factoextra/man/get_mfa.Rd
factoextra/man/get_mca.Rd
factoextra/man/get_ca.Rd
factoextra/man/fviz_add.Rd
factoextra/man/fviz_ca.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_hmfa.Rd
factoextra/man/eigenvalue.Rd
factoextra/man/fviz_cos2.Rd
factoextra/man/dist.Rd
factoextra/man/fviz_contrib.Rd
factoextra/man/get_pca.Rd