Exploratory Data Analysis System


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Documentation for package ‘discoveR’ version 2.2.2

Help Pages

BP Calculate inter-class inertia
calc.centros Calculation of the center of clusters
datos.disyuntivos Create disjunctive columns to a data.frame.
dfnormal Data.frame with normal test
discoveR Exploratory Data Analysis System
e_cat Barplot for categoric variable by clusters.
e_histboxplot Histogram + boxplot
e_histnormal Normal plot
e_horiz Horizontal representation for centers of clusters.
e_inercia Inertia plot of clusterization
e_jambu Jambu Elbow plot
e_mapa PCA plot of individuals colored by clusters
e_mapa_3D PCA plot of individuals colored by clusters
e_pcabi PCA biplot
e_pcabi_3D PCA biplot in 3D
e_pcaind PCA plot of individuals
e_pcaind_3D PCA plot of individuals in 3D
e_pcavar PCA plot of variables
e_pcavar_3D PCA plot of variables in 3D
e_qq Qplot + Qline
e_radar Radar representation for centers of clusters.
e_silhouette Silhouette plot
e_vert Vertical representation for centers of clusters.
gg_dendrograma Dendrogram plot
inercia.total Calculate total inertia
run_app Run the Shiny Application
var.categoricas Filter category variables of a data.frame
var.numericas Filter numeric variables of a data.frame
WP Calculate intra-class inertia