Exploratory Data Analysis System R package discoveR version 3.1.7 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. Software Depends: R (>= 4.4) Imports: DT, rlang, golem, shiny (>= 1.7.4), config, plotly, loadeR, cluster, ggplot2, shinyjs, shinyAce, ggdendro, echarts4r, htmltools, FactoMineR, htmlwidgets, colourpicker, shinydashboard, shinycustomloader, shinydashboardPlus (>= 2.0.0) Oldemar Rodriguez <oldemar.rodriguez@ucr.ac.cr> Comprehensive R Archive Network (CRAN) Oldemar Rodriguez [aut, cre], Diego Jiménez [aut] GPL (>= 2) 2025-02-12 application/tgz https://CRAN.R-project.org/package=discoveR doi:10.32614/CRAN.package.discoveR