Exploratory Data Analysis System


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Documentation for package ‘discoveR’ version 2.1.7

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
gg_dendrograma Dendrogram plot
hchistboxplot Histogram + boxplot
hchistnormal Normal plot
hcpcabi PCA biplot
hcpcaind PCA plot of individuals
hcpcavar PCA plot of variables
hcqq Qplot + Qline
hc_cat Barplot for categoric variable by clusters.
hc_horiz Horizontal representation for centers of clusters.
hc_inercia Inertia plot of clusterization
hc_jambu Jambu Elbow plot
hc_mapa PCA plot of individuals colored by clusters
hc_radar Radar representation for centers of clusters.
hc_silhouette Silhouette plot
hc_vert Vertical representation for centers of clusters.
inercia.total Calculate total inertia
plotly_mapa PCA plot of individuals colored by clusters
plotly_pcabi PCA biplot in 3D
plotly_pcaind PCA plot of individuals in 3D
plotly_pcavar PCA plot of variables in 3D
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