{ "_id": "6a1d3d4b1d7bb097a0a3fd5b", "Package": "booklet", "Type": "Package", "Title": "Multivariate Exploratory Data Analysis", "Version": "1.0.1", "Authors@R": "c(\nperson(\"Alex\",\"Yahiaoui Martinez\", , \"yahiaoui-martinez.alex@outlook.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-5315-675X\"))\n)", "Description": "Exploratory data analysis methods to summarize, visualize\nand describe datasets. The main principal component methods are\navailable, those with the largest potential in terms of\napplications: principal component analysis (PCA) when variables\nare quantitative, correspondence analysis (CA) when variables\nare categorical, Multiple Factor Analysis (MFA) when variables\nare structured in groups.", "License": "MIT + file LICENSE", "URL": "https://github.com/alexym1/booklet,\nhttps://alexym1.github.io/booklet/", "BugReports": "https://github.com/alexym1/booklet/issues", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "Repository": "https://alexym1.r-universe.dev", "Date/Publication": "2025-09-02 18:26:27 UTC", "RemoteUrl": "https://github.com/alexym1/booklet", "RemoteRef": "HEAD", "RemoteSha": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-01 07:40:40 UTC", "User": "root" }, "Author": "Alex Yahiaoui Martinez [aut, cre] (ORCID:\n)", "Maintainer": "Alex Yahiaoui Martinez ", "MD5sum": "ee5134edd1b6491341174c8ce09a3ccb", "_user": "alexym1", "_type": "src", "_file": "booklet_1.0.1.tar.gz", "_fileid": "bd49b1986ce01a3ae73652ceedb22d5f579f2ed19a10c5b7b9be36554bcd60e6", "_filesize": 542301, "_sha256": "bd49b1986ce01a3ae73652ceedb22d5f579f2ed19a10c5b7b9be36554bcd60e6", "_created": "2026-06-01T07:40:40.000Z", "_published": "2026-06-01T08:05:31.292Z", "_distro": "noble", "_jobs": [ { "job": 78807308015, "time": 168, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7325923139" }, { "job": 78807307989, "time": 155, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7325919759" }, { "job": 78807307962, "time": 84, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7325943142" }, { "job": 78807307987, "time": 100, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7325943233" }, { "job": 78806795844, "time": 221, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7325873352" }, { "job": 78807307967, "time": 1437, "config": "wasm-release", "r": "4.6.0", "check": "FAIL", "artifact": "" }, { "job": 78807308108, "time": 84, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7325898701" }, { "job": 78807308046, "time": 143, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7325916515" }, { "job": 78807308029, "time": 91, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7325900406" } ], "_buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/alexym1/booklet", "_commit": { "id": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "author": "Alex Martinez <40006040+alexym1@users.noreply.github.com>", "committer": "GitHub ", "message": "New logo (#19)\n\n* README: add new logo\n\n* change favicon\n\n* bump2version", "time": 1756837587 }, "_maintainer": { "name": "Alex Yahiaoui Martinez", "email": "yahiaoui-martinez.alex@outlook.com", "login": "alexym1", "linkedin": "in/alex-yahiaoui-martinez", "orcid": "0000-0002-5315-675X", "description": "Data scientist", "uuid": 40006040 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "covr", "role": "Suggests" }, { "package": "devtools", "role": "Suggests" }, { "package": "factoextra", "role": "Suggests" }, { "package": "FactoMineR", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "pak", "role": "Suggests" }, { "package": "renv", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "alexym1", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-36", "n": 1 } ], "_tags": [], "_topics": [ "dimensionality-reduction", "multivariate-analysis" ], "_stars": 1, "_contributors": [ { "user": "alexym2", "count": 72, "uuid": 159030963 }, { "user": "alexym1", "count": 14, "uuid": 40006040 } ], "_userbio": { "uuid": 40006040, "type": "user", "name": "Alex Martinez", "description": "Data scientist" }, "_downloads": { "count": 565, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/booklet" }, "_devurl": "https://github.com/alexym1/booklet", "_pkgdown": "https://alexym1.github.io/booklet/", "_searchresults": 37, "_rbuild": "4.6.0", "_assets": [ "extra/booklet.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/alexym1/booklet", "_realowner": "alexym1", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2025-04-24" } ], "_exports": [ "ca_col_contrib", "ca_col_coords", "ca_col_cos2", "ca_col_inertia", "ca_col_sup_coords", "ca_col_sup_cos2", "ca_row_contrib", "ca_row_coords", "ca_row_cos2", "ca_row_inertia", "ca_row_sup_coords", "ca_row_sup_cos2", "ca_standardize", "ca_standardize_sup", "ca_weighted_eigen", "facto_ca", "facto_mfa", "facto_pca", "pca_eigen", "pca_ind_contrib", "pca_ind_coords", "pca_ind_cos2", "pca_standardize", "pca_standardize_norm", "pca_var_contrib", "pca_var_coords", "pca_var_cor", "pca_var_cos2", "pca_weighted_eigen" ], "_help": [ { "page": "ca_col_contrib", "title": "Compute col contributions", "topics": [ "ca_col_contrib" ] }, { "page": "ca_col_coords", "title": "Compute col coordinates", "topics": [ "ca_col_coords", "ca_col_sup_coords" ] }, { "page": "ca_col_cos2", "title": "Compute col squared cosines", "topics": [ "ca_col_cos2", "ca_col_sup_cos2" ] }, { "page": "ca_col_inertia", "title": "Compute col inertia", "topics": [ "ca_col_inertia" ] }, { "page": "ca_row_contrib", "title": "Compute row contributions", "topics": [ "ca_row_contrib" ] }, { "page": "ca_row_coords", "title": "Compute row coordinates", "topics": [ "ca_row_coords", "ca_row_sup_coords" ] }, { "page": "ca_row_cos2", "title": "Compute row squared cosines", "topics": [ "ca_row_cos2", "ca_row_sup_cos2" ] }, { "page": "ca_row_inertia", "title": "Compute row inertia", "topics": [ "ca_row_inertia" ] }, { "page": "ca_standardize", "title": "Data standardization for CA", "topics": [ "ca_standardize", "ca_standardize_sup" ] }, { "page": "ca_weighted_eigen", "title": "Compute eigenvalues and eigenvectors for CA", "topics": [ "ca_weighted_eigen" ] }, { "page": "facto_ca", "title": "Perform CA with FactoMineR's style", "topics": [ "facto_ca" ] }, { "page": "facto_mfa", "title": "Perform MFA with FactoMineR's style", "topics": [ "facto_mfa" ] }, { "page": "facto_pca", "title": "Perform PCA with FactoMineR's style", "topics": [ "facto_pca" ] }, { "page": "pca_eigen", "title": "Compute eigenvalues and eigenvectors", "topics": [ "pca_eigen", "pca_weighted_eigen" ] }, { "page": "pca_ind_contrib", "title": "Compute individual contributions", "topics": [ "pca_ind_contrib" ] }, { "page": "pca_ind_coords", "title": "Compute coordinates for individuals", "topics": [ "pca_ind_coords" ] }, { "page": "pca_ind_cos2", "title": "Compute individual squared cosines", "topics": [ "pca_ind_cos2" ] }, { "page": "pca_standardize_norm", "title": "Data standardization for PCA", "topics": [ "pca_standardize", "pca_standardize_norm" ] }, { "page": "pca_var_contrib", "title": "Compute variable contributions", "topics": [ "pca_var_contrib" ] }, { "page": "pca_var_coords", "title": "Compute variable coordinates", "topics": [ "pca_var_coords" ] }, { "page": "pca_var_cor", "title": "Compute variable correlation", "topics": [ "pca_var_cor" ] }, { "page": "pca_var_cos2", "title": "Compute variable squared cosines", "topics": [ "pca_var_cos2" ] } ], "_readme": "https://github.com/alexym1/booklet/raw/HEAD/README.md", "_rundeps": [], "_vignettes": [ { "source": "Comparison.Rmd", "filename": "Comparison.html", "title": "Comparison with FactoMineR", "engine": "knitr::rmarkdown", "headings": [ "Eigs", "PCA", "Individuals", "Supplementary individuals", "Variables", "Supplementary variables" ], "created": "2024-07-09 20:04:09", "modified": "2025-04-11 19:07:29", "commits": 6 }, { "source": "extensions.Rmd", "filename": "extensions.html", "title": "Data visualization with factoextra", "engine": "knitr::rmarkdown", "headings": [ "Data preparation", "Eigs", "Individuals", "Variables" ], "created": "2024-06-22 14:18:27", "modified": "2025-04-11 19:07:29", "commits": 5 }, { "source": "booklet.Rmd", "filename": "booklet.html", "title": "Introduction to booklet", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Standardize the dataset", "Compute eigenvalues", "Perform PCA" ], "created": "2025-04-11 19:07:29", "modified": "2025-04-11 19:07:29", "commits": 1 } ], "_score": 4.744292983122676, "_indexed": true, "_nocasepkg": "booklet", "_universes": [ "alexym1" ], "_binaries": [ { "r": "4.6.0", "os": "wasm", "version": "1.0.1", "date": "2026-05-22T19:15:19.000Z", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "e09c81e8b1c71fd9e187e98f14abcda6dcb710b3679c888e3a56ac97c56b5ddd", "status": "success", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/25254060567" }, { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-06-01T07:43:30.000Z", "distro": "noble", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "7d448304a0bdd0f73e74134d6d291fe66b4fbc64142a4a4a9a6879821d92d119", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1", "date": "2026-06-01T07:43:20.000Z", "distro": "noble", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "fda213b4353145e109db77c88fc4e1c0e2d11410f10eba13b18793a3119c9fe9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" }, { "r": "4.5.3", "os": "mac", "version": "1.0.1", "date": "2026-06-01T07:44:43.000Z", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "c488cd868c5ce2e0dd154c0e98e846d442c070758cb12d4b37e4a8a664616b13", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" }, { "r": "4.6.0", "os": "mac", "version": "1.0.1", "date": "2026-06-01T07:44:42.000Z", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "f1dbdf0e32bb6845e5e108ec8f2b386736b61f49c8cd04dd2bec3fad45716839", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" }, { "r": "4.7.0", "os": "win", "version": "1.0.1", "date": "2026-06-01T07:42:07.000Z", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "993baab92f4cc9f9a5abaca6cfab821c6939a336c3ac43b56ba63d484ac233bd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" }, { "r": "4.5.3", "os": "win", "version": "1.0.1", "date": "2026-06-01T07:43:03.000Z", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "11c0067013009e7ecba9bc6b35511d5ced31bc7c1aeefd4d07e8b1d79b60d106", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" }, { "r": "4.6.0", "os": "win", "version": "1.0.1", "date": "2026-06-01T07:42:14.000Z", "commit": "c2d2fdd81e597acb738471a9bc5403b9703a9d3b", "fileid": "5c40fbecbb49977de85db49bd2f38988f8fd66de69e7e51b717d8b291aca8ebe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alexym1/actions/runs/26741608063" } ] }