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.

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Description file content

Package
factoextra
Type
Package
Title
Extract and Visualize the Results of Multivariate Data Analyses
Version
1.0.5
Date
2017-08-22
Description
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.
License
GPL-2
LazyData
true
Depends
R (>= 3.1.2), ggplot2 (>= 2.2.0)
Imports
abind, cluster, dendextend, FactoMineR, ggpubr(>= 0.1.5), grid, stats, reshape2, ggrepel, tidyr
Suggests
ade4, ca, igraph, MASS, knitr, mclust
URL
BugReports
https://github.com/kassambara/factoextra/issues
Collate
'cluster_utilities.R' 'decathlon2.R' 'print.factoextra.R' 'get_hmfa.R' 'fviz_hmfa.R' 'get_mfa.R' 'fviz_mfa.R' 'deprecated.R' 'fviz_add.R' 'eigenvalue.R' 'utilities.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' 'get_ca.R' 'get_clust_tendency.R' 'get_famd.R' 'hkmeans.R' 'housetasks.R' 'multishapes.R' 'poison.R' 'zzz.R'
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2017-08-22 14:12:22 UTC; kassambara
Author
Alboukadel Kassambara [aut, cre], Fabian Mundt [aut]
Maintainer
Alboukadel Kassambara
Repository
CRAN
Date/Publication
2017-08-22 16:11:27 UTC

install.packages('factoextra')

1.0.5

a year ago

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

Alboukadel Kassambara

GPL-2

Depends on

R (>= 3.1.2), ggplot2 (>= 2.2.0)

Imports

abind, cluster, dendextend, FactoMineR, ggpubr(>= 0.1.5), grid, stats, reshape2, ggrepel, tidyr

Suggests

ade4, ca, igraph, MASS, knitr, mclust

Discussions