Descriptive Statistics, Summary Tables, and Data Management Tools R package spicy version 0.12.0 Provides tabulation, descriptive-summary, and variable-inspection tools for applied data analysis. Frequency tables and cross-tabulations with contingency-table association measures (Cramer's V, Phi, Goodman-Kruskal Gamma, Kendall's Tau-b, Somers' D, and others); categorical and continuous summary tables; regression coefficient tables for one or more 'lm' or 'glm' fits side by side; and outcome-by-group comparison tables from linear models with optional additive covariate adjustment. All table outputs follow APA conventions and expose 'broom'-compatible 'tidy()' / 'glance()' methods for downstream pipelines. Helpers cover interactive codebooks, variable-label extraction, clipboard export, and row-wise descriptive summaries. Software Depends: R (>= 4.1.0) Imports: crayon, dplyr, labelled, rlang (>= 1.1.0), sandwich, stats, stringr, tibble, tidyselect, utils Suggests: broom, clipr, clubSandwich, DT, effectsize, emmeans, flextable, gt, haven, htmltools, knitr, marginaleffects, officer, openxlsx2, parameters, performance, rmarkdown, spelling, testthat (>= 3.0.0), tinytable, withr Amal Tawfik <amal.tawfik@hesav.ch> Comprehensive R Archive Network (CRAN) Amal Tawfik [aut, cre, cph] (ORCID: <https://orcid.org/0009-0006-2422-1555>, ROR: <https://ror.org/04j47fz63>) MIT + file LICENSE (https://CRAN.R-project.org/package=spicy/LICENSE) 2026-05-19 application/tgz https://CRAN.R-project.org/package=spicy doi:10.32614/CRAN.package.spicy en-US