Package: dataProfilerR Title: Automated Exploratory Data Analysis and Dataset Profiling Version: 0.2.1 Authors@R: person("Muhammad", "Farooqi", email = "mqfarooqi@gmail.com", role = c("aut", "cre")) Description: Profiles a data frame with minimal input: column type inference, missing-value analysis, distributional summary statistics (including skewness and kurtosis), normality tests, outlier detection, correlation and categorical-association analysis, date-column profiling, grouped comparisons and an overall data-quality score, alongside a set of 'ggplot2' visualisations. A single entry point, profile_data(), returns a structured S3 object holding metadata, statistics, diagnostics and plots, with print(), summary() and plot() methods, and report() renders the whole profile to a self-contained HTML file. Statistical methods include the Shapiro-Wilk normality test as implemented by Royston (1995) and the Anderson-Darling test following Stephens (1974) , with power comparisons of these tests in Yap and Sim (2011) , and the categorical association measure of Cramer (1946, ISBN:9780691080048). License: MIT + file LICENSE Encoding: UTF-8 Language: en-GB Depends: R (>= 4.1.0) Imports: ggplot2, stats, utils Suggests: testthat (>= 3.0.0), knitr, rmarkdown, nortest, spelling VignetteBuilder: knitr URL: https://github.com/mqfarooqi1/dataProfilerR BugReports: https://github.com/mqfarooqi1/dataProfilerR/issues Config/testthat/edition: 3 Config/roxygen2/version: 8.0.0 NeedsCompilation: no Packaged: 2026-06-24 13:24:00 UTC; root Author: Muhammad Farooqi [aut, cre] Maintainer: Muhammad Farooqi Repository: https://cran.r-universe.dev Date/Publication: 2026-06-24 08:20:18 UTC RemoteUrl: https://github.com/cran/dataProfilerR RemoteRef: HEAD RemoteSha: fc17232ddf14746cc4b69656e75407af69a2e8d9