Exploratory Data Analysis, Group Comparison Tools, and Other Procedures R package Analitica version 2.2.0 Provides a comprehensive set of tools for descriptive statistics, graphical data exploration, outlier detection, homoscedasticity testing, and multiple comparison procedures. Includes manual implementations of Levene's test, Bartlett's test, and the Fligner-Killeen test, as well as post hoc comparison methods such as Tukey, Scheffé, Games-Howell, Brunner-Munzel, and others. This version introduces two new procedures: the Jonckheere-Terpstra trend test and the Jarque-Bera test with Glinskiy's (2024) correction. Designed for use in teaching, applied statistical analysis, and reproducible research. Additionally you can find a post hoc Test Planner, which helps you to make a decision on which procedure is most suitable. Software Depends: R (>= 4.4) Imports: ggplot2, dplyr, tidyr, ggridges, patchwork, moments, magrittr, rlang, tidyselect, multcompView, stats, Suggests: car, knitr, rmarkdown, testthat (>= 3.0.0) Carlos Jiménez-Gallardo <carlos.jimenez@ufrontera.cl> Comprehensive R Archive Network (CRAN) Carlos Jiménez-Gallardo [aut, cre] MIT + file LICENSE (https://CRAN.R-project.org/package=Analitica/LICENSE) 2025-12-03 application/tgz https://CRAN.R-project.org/package=Analitica doi:10.32614/CRAN.package.Analitica