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discoveR (version 2.2.6)

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')

Monthly Downloads

396

Version

2.2.6

License

GPL (>= 2)

Maintainer

Oldemar Rodriguez

Last Published

October 11th, 2021

Functions in discoveR (2.2.6)

e_histnormal

Normal plot
e_pcabi_3D

PCA biplot in 3D
e_pcabi

PCA biplot
mod_cj_server

cj Server Function
e_vert

Vertical representation for centers of clusters.
e_silhouette

Silhouette plot
gg_dendrograma

Dendrogram plot
e_inercia

Inertia plot of clusterization
e_jambu

Jambu Elbow plot
e_horiz

Horizontal representation for centers of clusters.
mod_carga_datos_server

carga_datos Server Function
e_qq

Qplot + Qline
e_cat

Barplot for categoric variable by clusters.
var.numericas

Filter numeric variables of a data.frame
mod_kmedias_server

kmedias Server Function
e_mapa

PCA plot of individuals colored by clusters
mod_distribuciones_server

distribuciones Server Function
mod_correlacion_server

correlacion Server Function
mod_dispersion_server

dispersion Server Function
inercia.total

Calculate total inertia
e_radar

Radar representation for centers of clusters.
e_cor

Correlation plot
listoutliers

List outliers
e_mapa_3D

PCA plot of individuals colored by clusters
e_pcaind_3D

PCA plot of individuals in 3D
e_pcaind

PCA plot of individuals
e_histboxplot

Histogram + boxplot
e_pcavar

PCA plot of variables
mod_acp_server

acp Server Function
e_pcavar_3D

PCA plot of variables in 3D
run_app

Run the Shiny Application
var.categoricas

Filter category variables of a data.frame
mod_normal_server

normal Server Function
mod_r_numerico_server

r_numerico Server Function
dfnormal

Data.frame with normal test
BP

Calculate inter-class inertia
datos.disyuntivos

Create disjunctive columns to a data.frame.
WP

Calculate intra-class inertia
e_boxplot

Generate horizontal boxplot
calc.centros

Calculation of the center of clusters
addoutliersh

Add outliers Horizontal
app_server

The application server-side
discoveR

Exploratory Data Analysis System