{ "_id": "6aaa7947ea78b3e62eaccf21", "Package": "dataProfilerR", "Title": "Automated Exploratory Data Analysis and Dataset Profiling", "Version": "0.2.1.9000", "Authors@R": "person(\"Muhammad\", \"Farooqi\", email = \"mqfarooqi@gmail.com\",\nrole = c(\"aut\", \"cre\"))", "Description": "Profiles a data frame with minimal input: column type\ninference, missing-value analysis, distributional summary\nstatistics (including skewness and kurtosis), normality tests,\noutlier detection, correlation and categorical-association\nanalysis, date-column profiling, grouped comparisons and an\noverall data-quality score, alongside a set of 'ggplot2'\nvisualisations. A single entry point, profile_data(), returns a\nstructured S3 object holding metadata, statistics, diagnostics\nand plots, with print(), summary() and plot() methods, and\nreport() renders the whole profile to a self-contained HTML\nfile. Statistical methods include the Shapiro-Wilk normality\ntest as implemented by Royston (1995) and\nthe Anderson-Darling test following Stephens (1974)\n, with power comparisons of\nthese tests in Yap and Sim (2011)\n, and the categorical\nassociation measure of Cramer (1946, ISBN:9780691080048).", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Language": "en-GB", "VignetteBuilder": "knitr", "URL": "https://github.com/mqfarooqi1/dataProfilerR,\nhttps://mqfarooqi1.github.io/dataProfilerR/", "BugReports": "https://github.com/mqfarooqi1/dataProfilerR/issues", "Config/Needs/website": "pkgdown", "Config/testthat/edition": "3", "Roxygen": "list(markdown = TRUE)", "Config/roxygen2/version": "8.0.0", "Repository": "https://mqfarooqi1.r-universe.dev", "Date/Publication": "2026-07-27 15:10:56 UTC", "RemoteUrl": "https://github.com/mqfarooqi1/dataProfilerR", "RemoteRef": "HEAD", "RemoteSha": "89388cd5f936ef3b65d7c016d9255f1244b797ab", "NeedsCompilation": "no", "Packaged": { "Date": 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"message": "Keep CITATION.cff out of the package tarball (R CMD check flags it as a non-standard location)\n", "time": 1785165056 }, "_maintainer": { "name": "Muhammad Farooqi", "email": "mqfarooqi@gmail.com", "login": "mqfarooqi1", "linkedin": "in/muhammad-q-farooqi-609636120", "description": "", "uuid": 147016782 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "nortest", "role": "Suggests" }, { "package": "spelling", "role": "Suggests" } ], "_owner": "mqfarooqi1", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-24", "n": 3 }, { "week": "2026-25", "n": 3 }, { "week": "2026-26", "n": 3 }, { 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"_exports": [ "analyze_dates", "analyze_missing", "analyze_target", "categorical_association", "compare_datasets", "compare_groups", "correlation_analysis", "data_quality_score", "detect_outliers", "infer_column_types", "is_data_profile", "kurtosis", "normality_tests", "outlier_summary", "plot_association", "plot_boxplots", "plot_correlation", "plot_distribution", "plot_drift", "plot_missing", "plot_pairs", "plot_target", "profile_data", "report", "skewness", "summarize_columns" ], "_help": [ { "page": "analyze_dates", "title": "Profile date / datetime columns", "topics": [ "analyze_dates" ] }, { "page": "analyze_missing", "title": "Analyse missing values", "topics": [ "analyze_missing" ] }, { "page": "analyze_target", "title": "Rank features by their association with a target variable", "topics": [ "analyze_target" ] }, { "page": "categorical_association", "title": "Categorical association (Cramer's V)", "topics": [ "categorical_association" ] }, { "page": "compare_datasets", "title": 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