Extract and Visualize the Results of Multivariate Data Analyses


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Documentation for package ‘factoextra’ version 1.0.7

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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_ca_biplot Visualize Correspondence Analysis
fviz_ca_col Visualize Correspondence Analysis
fviz_ca_row 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_dist Enhanced Distance Matrix Computation and Visualization
fviz_eig Extract and visualize the eigenvalues/variances of dimensions
fviz_ellipses Draw confidence ellipses around the categories
fviz_famd Visualize Factor Analysis of Mixed Data
fviz_famd_ind Visualize Factor Analysis of Mixed Data
fviz_famd_var Visualize Factor Analysis of Mixed Data
fviz_gap_stat Dertermining and Visualizing the Optimal Number of Clusters
fviz_hmfa Visualize Hierarchical Multiple Factor Analysis
fviz_hmfa_group Deprecated Functions
fviz_hmfa_ind Visualize Hierarchical Multiple Factor Analysis
fviz_hmfa_ind_starplot Deprecated Functions
fviz_hmfa_quali_biplot Visualize Hierarchical Multiple Factor Analysis
fviz_hmfa_quali_var Deprecated Functions
fviz_hmfa_quanti_var Deprecated Functions
fviz_hmfa_var Visualize Hierarchical Multiple Factor Analysis
fviz_mca Visualize Multiple Correspondence Analysis
fviz_mca_biplot Visualize Multiple Correspondence Analysis
fviz_mca_ind Visualize Multiple Correspondence Analysis
fviz_mca_var Visualize Multiple Correspondence Analysis
fviz_mclust Plot Model-Based Clustering Results using ggplot2
fviz_mclust_bic Plot Model-Based Clustering Results using ggplot2
fviz_mfa Visualize Multiple Factor Analysis
fviz_mfa_axes Visualize Multiple Factor Analysis
fviz_mfa_group Deprecated Functions
fviz_mfa_ind Visualize Multiple Factor Analysis
fviz_mfa_ind_starplot Deprecated Functions
fviz_mfa_quali_biplot Visualize Multiple Factor Analysis
fviz_mfa_quali_var Deprecated Functions
fviz_mfa_quanti_var Deprecated Functions
fviz_mfa_var Visualize Multiple Factor Analysis
fviz_nbclust Dertermining and Visualizing the Optimal Number of Clusters
fviz_pca Visualize Principal Component Analysis
fviz_pca_biplot Visualize Principal Component Analysis
fviz_pca_contrib Visualize the contributions of row/column elements
fviz_pca_ind Visualize Principal Component Analysis
fviz_pca_var Visualize Principal Component Analysis
fviz_screeplot Extract and visualize the eigenvalues/variances of dimensions
fviz_silhouette Visualize Silhouette Information from Clustering
get_ca Extract the results for rows/columns - CA
get_ca_col Extract the results for rows/columns - CA
get_ca_row Extract the results for rows/columns - CA
get_clust_tendency Assessing Clustering Tendency
get_dist Enhanced Distance Matrix Computation and Visualization
get_eig Extract and visualize the eigenvalues/variances of dimensions
get_eigenvalue Extract and visualize the eigenvalues/variances of dimensions
get_famd Extract the results for individuals and variables - FAMD
get_famd_ind Extract the results for individuals and variables - FAMD
get_famd_var Extract the results for individuals and variables - FAMD
get_hmfa Extract the results for individuals/variables/group/partial axes - HMFA
get_hmfa_group Deprecated Functions
get_hmfa_ind Extract the results for individuals/variables/group/partial axes - HMFA
get_hmfa_partial Extract the results for individuals/variables/group/partial axes - HMFA
get_hmfa_quali_var Deprecated Functions
get_hmfa_quanti_var Deprecated Functions
get_hmfa_var Extract the results for individuals/variables/group/partial axes - HMFA
get_mca Extract the results for individuals/variables - MCA
get_mca_ind Extract the results for individuals/variables - MCA
get_mca_var Extract the results for individuals/variables - MCA
get_mfa Extract the results for individuals/variables/group/partial axes - MFA
get_mfa_group Deprecated Functions
get_mfa_ind Extract the results for individuals/variables/group/partial axes - MFA
get_mfa_partial_axes Extract the results for individuals/variables/group/partial axes - MFA
get_mfa_quali_var Deprecated Functions
get_mfa_quanti_var Deprecated Functions
get_mfa_var Extract the results for individuals/variables/group/partial axes - MFA
get_pca Extract the results for individuals/variables - PCA
get_pca_ind Extract the results for individuals/variables - PCA
get_pca_var Extract the results for individuals/variables - PCA
hcut Computes Hierarchical Clustering and Cut the Tree
hkmeans Hierarchical k-means clustering
hkmeans_tree 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
print.hkmeans Hierarchical k-means clustering