{ "_id": "6a3ce7d311b455f4884bb455", "Package": "dataProfilerR", "Title": "Automated Exploratory Data Analysis and Dataset Profiling", "Version": "0.2.1", "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": "2026-06-25 06:14:31 UTC", "RemoteUrl": "https://github.com/mqfarooqi1/dataProfilerR", "RemoteRef": "HEAD", "RemoteSha": "7435089b8bfdb035cff01101cbba8ac2b542b339", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-25 08:29:50 UTC", "User": "root" }, "Author": "Muhammad Farooqi [aut, cre]", "Maintainer": "Muhammad Farooqi ", "MD5sum": "1f0773aafef808f914f81e61e7170658", "_user": "mqfarooqi1", "_type": "src", "_file": "dataProfilerR_0.2.1.tar.gz", "_fileid": "dabb44faa30be654d6cb48338fe277a7ab51b269fcbf73530bab1a18bd7a66b6", "_filesize": 328753, "_sha256": "dabb44faa30be654d6cb48338fe277a7ab51b269fcbf73530bab1a18bd7a66b6", "_created": "2026-06-25T08:29:50.000Z", "_published": "2026-06-25T08:33:23.100Z", "_distro": "resolute", "_jobs": [ { "job": 83388925195, "time": 175, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7872853463" }, { "job": 83388925176, "time": 171, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7872851706" }, { "job": 83388925191, "time": 160, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7872833897" }, { "job": 83388925285, "time": 157, "config": "macos-release-arm64", "r": "4.6.0", 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the README/site\n", "time": 1782368071 }, "_maintainer": { "name": "Muhammad Farooqi", "email": "mqfarooqi@gmail.com", "login": "mqfarooqi1", "description": "", "uuid": 147016782 }, "_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 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "mqfarooqi1", "count": 9, "uuid": 147016782 } ], "_userbio": { "uuid": 147016782, "type": "user", "name": 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semantic type for each column", "topics": [ "infer_column_types" ] }, { "page": "is_data_profile", "title": "Is an object a data_profile?", "topics": [ "is_data_profile" ] }, { "page": "kurtosis", "title": "Sample excess kurtosis", "topics": [ "kurtosis" ] }, { "page": "normality_tests", "title": "Normality tests for numeric columns", "topics": [ "normality_tests" ] }, { "page": "outlier_summary", "title": "Outlier summary across numeric columns", "topics": [ "outlier_summary" ] }, { "page": "plot_association", "title": "Categorical association heatmap", "topics": [ "plot_association" ] }, { "page": "plot_boxplots", "title": "Boxplots for numeric columns", "topics": [ "plot_boxplots" ] }, { "page": "plot_correlation", "title": "Correlation heatmap", "topics": [ "plot_correlation" ] }, { "page": "plot_distribution", "title": "Distribution plot for a single column", "topics": [ "plot_distribution" ] }, { "page": "plot_missing", "title": "Missing-value heatmap", "topics": [ "plot_missing" ] }, { "page": "plot_pairs", "title": "Pairwise scatterplot matrix", "topics": [ "plot_pairs" ] }, { "page": "plot.data_profile", "title": "Plot a data profile", "topics": [ "plot.data_profile" ] }, { "page": "print.data_profile", "title": "Print a concise overview of a data profile", "topics": [ "print.data_profile" ] }, { "page": "profile_data", "title": "Profile a data frame", "topics": [ "profile_data" ] }, { "page": "report", "title": "Render a profile to a self-contained HTML report", "topics": [ "report" ] }, { "page": "skewness", "title": "Sample skewness", "topics": [ "skewness" ] }, { "page": "summarize_columns", "title": "Summary statistics by column type", "topics": [ "summarize_columns" ] }, { "page": "summary.data_profile", "title": "Detailed summary of a data profile", "topics": [ "summary.data_profile" ] } ], "_pkglogo": "https://github.com/mqfarooqi1/dataProfilerR/raw/HEAD/man/figures/logo.svg", "_readme": 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