Package: discoveR 3.1.5

Oldemar Rodriguez

discoveR: Exploratory Data Analysis System

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.

Authors:Oldemar Rodriguez [aut, cre], Diego Jiménez [aut]

discoveR_3.1.5.tar.gz
discoveR_3.1.5.zip(r-4.7)discoveR_3.1.5.zip(r-4.6)discoveR_3.1.5.zip(r-4.5)
discoveR_3.1.5.tgz(r-4.6-any)discoveR_3.1.5.tgz(r-4.5-any)
discoveR_3.1.5.tar.gz(r-4.7-any)discoveR_3.1.5.tar.gz(r-4.6-any)
discoveR_3.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
discoveR/json (API)

# Install 'discoveR' in R:

install.packages('discoveR', repos = c('https://promidat.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/promidat/discover/issues

On CRAN:

3.24 score 3 stars 29 scripts 506 downloads 36 exports 181 dependencies

Last updated from:7689cee7fa. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	224
source / vignettes	OK	242
linux-release-x86_64	NOTE	209
macos-release-arm64	NOTE	109
macos-oldrel-arm64	NOTE	120
windows-devel	NOTE	173
windows-release	NOTE	149
windows-oldrel	NOTE	173
wasm-release	OK	160

Exports:BP calc.centros e_afcbi e_afcbi_3D e_afccol e_afccol_3D e_afcmbi e_afcmbi_3D e_afcmcat e_afcmcat_3D e_afcmind e_afcmind_3D e_afcmvar e_afcmvar_3D e_afcrow e_afcrow_3D e_balloon e_cat e_horiz e_inercia e_jambu e_mapa e_mapa_3D e_pcabi e_pcabi_3D e_pcaind e_pcaind_3D e_pcavar e_pcavar_3D e_radar e_silhouette e_vert gg_dendrograma inercia.total run_app WP

Dependencies:abind askpass attempt backports base64enc boot broom bslib cachem car carData caret cellranger class cli clock cluster codetools colorspace colourpicker commonmark config corrplot countrycode cowplot cpp11 crayon crosstalk curl data.table Deriv diagram digest doBy dplyr DT e1071 echarts4r ellipse emmeans estimability evaluate FactoMineR farver fastmap flashClust fontawesome foreach forecast Formula fracdiff fresh fs future future.apply generics ggdendro ggplot2 ggrepel globals glue golem gower gtable hardhat here highr hms htmltools htmlwidgets httpuv httr ipred isoband iterators jquerylib jsonlite KernSmooth knitr labeling later lattice lava lazyeval leaps lifecycle listenv lme4 lmtest loadeR lubridate magrittr MASS Matrix MatrixModels memoise mgcv microbenchmark mime miniUI minqa ModelMetrics modelr multcompView mvtnorm nlme nloptr nnet numDeriv openssl otel parallelly pbkrtest pillar pkgconfig plotly plyr prettyunits pROC prodlim progress progressr promises proxy purrr quantreg R6 rappdirs rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack readxl recipes reformulas rematch reshape2 rlang rmarkdown rpart rprojroot rstudioapi S7 sass scales scatterplot3d shape shiny shinyAce shinycustomloader shinydashboard shinydashboardPlus shinyjs sourcetools SparseM sparsevctrs SQUAREM stringi stringr survival sys tibble tidyr tidyselect timechange timeDate tinytex tzdb urca utf8 vctrs viridisLite waiter withr writexl xfun xtable yaml zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Calculate inter-class inertia	BP
Calculation of the center of clusters	calc.centros
Exploratory Data Analysis System	discoveR
AFC biplot	e_afcbi
AFC biplot in 3D	e_afcbi_3D
AFC plot of variables	e_afccol
AFC plot of variables in 3D	e_afccol_3D
AFCM biplot	e_afcmbi
AFCM biplot in 3D	e_afcmbi_3D
AFCM plot of categories	e_afcmcat
AFCM plot of categories in 3D	e_afcmcat_3D
AFCM plot of individuals	e_afcmind
AFCM plot of individuals in 3D	e_afcmind_3D
AFCM plot of variables	e_afcmvar
AFCM plot of variables in 3D	e_afcmvar_3D
AFC plot of individuals	e_afcrow
AFC plot of individuals in 3D	e_afcrow_3D
Balloonplot	e_balloon
Barplot for categoric variable by clusters.	e_cat
Horizontal representation for centers of clusters.	e_horiz
Inertia plot of clusterization	e_inercia
Jambu Elbow plot	e_jambu
PCA plot of individuals colored by clusters	e_mapa
PCA plot of individuals colored by clusters	e_mapa_3D
PCA biplot	e_pcabi
PCA biplot in 3D	e_pcabi_3D
PCA plot of individuals	e_pcaind
PCA plot of individuals in 3D	e_pcaind_3D
PCA plot of variables	e_pcavar
PCA plot of variables in 3D	e_pcavar_3D
Radar representation for centers of clusters.	e_radar
Silhouette plot	e_silhouette
Vertical representation for centers of clusters.	e_vert
Dendrogram plot	gg_dendrograma
Calculate total inertia	inercia.total
Run the Shiny Application	run_app
Calculate intra-class inertia	WP