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discoveR (version 3.1.7)

Exploratory Data Analysis System

Description

Performs an exploratory data analysis through a 'shiny' interface. It includes basic methods such as the mean, median, mode, normality test, among others. It also includes clustering techniques such as Principal Components Analysis, Hierarchical Clustering and the K-Means Method.

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Version

Install

install.packages('discoveR')

Version

3.1.7

License

GPL (>= 2)

Issues

Pull Requests

Stars

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Maintainer

Oldemar Rodriguez

Last Published

February 12th, 2025

Functions in discoveR (3.1.7)

e_afccol_3D

AFC plot of variables in 3D
e_afcmvar

AFCM plot of variables
e_afcmcat

AFCM plot of categories
e_afcmcat_3D

AFCM plot of categories in 3D
e_pcavar_3D

PCA plot of variables in 3D
e_jambu

Jambu Elbow plot
e_afcmvar_3D

AFCM plot of variables in 3D
e_radar

Radar representation for centers of clusters.
e_mapa

PCA plot of individuals colored by clusters
gg_dendrograma

Dendrogram plot
e_balloon

Balloonplot
e_afcrow

AFC plot of individuals
e_afcrow_3D

AFC plot of individuals in 3D
e_pcabi_3D

PCA biplot in 3D
e_mapa_3D

PCA plot of individuals colored by clusters
inercia.total

Calculate total inertia
e_inercia

Inertia plot of clusterization
e_afcmind

AFCM plot of individuals
e_horiz

Horizontal representation for centers of clusters.
mod_acp_server

acp Server Function
mod_cj_server

cj Server Function
e_pcaind

PCA plot of individuals
e_cat

Barplot for categoric variable by clusters.
e_pcaind_3D

PCA plot of individuals in 3D
e_afcmind_3D

AFCM plot of individuals in 3D
run_app

Run the Shiny Application
e_pcabi

PCA biplot
mod_kmedias_server

kmedias Server Function
e_pcavar

PCA plot of variables
e_silhouette

Silhouette plot
e_vert

Vertical representation for centers of clusters.
calc.centros

Calculation of the center of clusters
e_afccol

AFC plot of variables
WP

Calculate intra-class inertia
e_afcbi

AFC biplot
e_afcmbi

AFCM biplot
discoveR

Exploratory Data Analysis System
e_afcbi_3D

AFC biplot in 3D
BP

Calculate inter-class inertia
e_afcmbi_3D

AFCM biplot in 3D