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)
    <doi:10.2307/2986146> and the Anderson-Darling test following Stephens
    (1974) <doi:10.1080/01621459.1974.10480196>, with power comparisons of these
    tests in Yap and Sim (2011) <doi:10.1080/00949655.2010.520163>, 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: 2026-06-18 22:53:01 UTC; faroo
Author: Muhammad Farooqi [aut, cre]
Maintainer: Muhammad Farooqi <mqfarooqi@gmail.com>
Repository: CRAN
Date/Publication: 2026-06-24 08:20:18 UTC
