{ "_id": "6a2d1d923efcd9bda42f54a9", "Package": "ggbiplot", "Type": "Package", "Title": "A Grammar of Graphics Implementation of Biplots", "Version": "0.6.5", "Date": "2025-09-16", "Authors@R": "c(\nperson(c(\"Vincent\", \"Q.\"), \"Vu\", , \"vqv@stat.osu.edu\", role = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-4689-0497\")),\nperson(\"Michael\", \"Friendly\", , \"friendly@yorku.ca\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3237-0941\")),\nperson(\"Aghasi\", \"Tavadyan\", , \"a.tavadyan@gmail.com\", role = \"ctb\")\n)", "Description": "A 'ggplot2' based implementation of biplots, giving a\nrepresentation of a dataset in a two dimensional space\naccounting for the greatest variance, together with variable\nvectors showing how the data variables relate to this space. It\nprovides a replacement for stats::biplot(), but with many\nenhancements to control the analysis and graphical display. It\nimplements biplot and scree plot methods which can be used with\nthe results of prcomp(), princomp(), FactoMineR::PCA(),\nade4::dudi.pca() or MASS::lda() and can be customized using\n'ggplot2' techniques.", "License": "GPL-2", "Encoding": "UTF-8", "Language": "en-US", "URL": "https://github.com/friendly/ggbiplot,\nhttps://friendly.github.io/ggbiplot/", "BugReports": "https://github.com/friendly/ggbiplot/issues", "RoxygenNote": "7.3.2", "LazyData": "true", "Repository": "https://friendly.r-universe.dev", "Date/Publication": "2025-09-16 20:12:36 UTC", "RemoteUrl": "https://github.com/friendly/ggbiplot", "RemoteRef": "HEAD", "RemoteSha": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-13 09:03:34 UTC", "User": "root" }, "Author": "Vincent Q. Vu [aut] (ORCID: ),\nMichael Friendly [aut, cre] (ORCID:\n),\nAghasi Tavadyan [ctb]", "Maintainer": "Michael Friendly ", "MD5sum": "5ba430ced1bf18393c759564c3b03a08", "_user": "friendly", "_type": "src", "_file": "ggbiplot_0.6.5.tar.gz", "_fileid": "cc9e1f5a14efd7d02272ffead8b589aeef3f77d795951b282e45a38cf1843acb", "_filesize": 448899, "_sha256": "cc9e1f5a14efd7d02272ffead8b589aeef3f77d795951b282e45a38cf1843acb", "_created": "2026-06-13T09:03:34.000Z", "_published": "2026-06-13T09:06:26.858Z", "_distro": "noble", "_jobs": [ { "job": 81178499576, "time": 107, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7609347349" }, { "job": 81178499552, "time": 132, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7609350502" }, { "job": 81178499567, "time": 108, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7609347661" }, { "job": 81178499561, "time": 92, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7609345535" }, { "job": 81178282912, "time": 213, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7609334047" }, { "job": 81178499558, "time": 103, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7609346802" }, { "job": 81178499563, "time": 88, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7609345379" }, { "job": 81178499575, "time": 89, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7609345267" }, { "job": 81178499583, "time": 99, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7609346421" } ], "_buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/friendly/ggbiplot", "_commit": { "id": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "author": "Michael Friendly ", "committer": "GitHub ", "message": "Merge pull request #5 from friendly/geoms\n\nGeoms", "time": 1758053556 }, "_maintainer": { "name": "Michael Friendly", "email": "friendly@yorku.ca", "login": "friendly", "mastodon": "@datavisFriendly@vis.social", "bluesky": "@datavisfriendly.bsky.social", "orcid": "0000-0002-3237-0941", "twitter": "@datavisFriendly", "description": "", "uuid": 456353 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "ggplot2", "role": "Depends" }, { "package": "scales", "role": "Imports" }, { "package": "corrplot", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "broom", "role": "Suggests" }, { "package": "tidyr", "role": "Suggests" } ], "_owner": "friendly", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-38", "n": 1 } ], "_tags": [], "_topics": [ "biplot", "data-visualization", "dimension-reduction", "principal-component-analysis" ], "_stars": 16, "_contributors": [ { "user": "friendly", "count": 83, "uuid": 456353 }, { "user": "vqv", "count": 21, "uuid": 867637 }, { "user": "benmarwick", "count": 4, "uuid": 1262179 }, { "user": "jimhester", "count": 1, "uuid": 205275 }, { "user": "maxheld83", "count": 1, "uuid": 5372770 } ], "_userbio": { "uuid": 456353, "type": "user", "name": "Michael Friendly" }, "_downloads": { "count": 2507, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ggbiplot" }, "_devurl": "https://github.com/friendly/ggbiplot", "_pkgdown": "https://friendly.github.io/ggbiplot/", "_searchresults": 2768, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/ggbiplot.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/friendly/ggbiplot", "_realowner": "friendly", "_cranurl": true, "_releases": [ { "version": "0.6.1", "date": "2023-12-17" }, { "version": "0.6.2", "date": "2024-01-09" } ], "_exports": [ "get_SVD", "ggbiplot", "ggscreeplot", "reflect" ], "_datasets": [ { "name": "crime", "title": "U. S. Crimes", "object": "crime", "class": [ "data.frame" ], "fields": [ "state", "murder", "rape", "robbery", "assault", "burglary", "larceny", "auto", "st", "region" ], "rows": 50, "table": true, "tojson": true }, { "name": "wine", "title": "Wine dataset", "object": "wine", "class": [ "data.frame" ], "fields": [ "Alcohol", "MalicAcid", "Ash", "AlcAsh", "Mg", "Phenols", "Flav", "NonFlavPhenols", "Proa", "Color", "Hue", "OD", "Proline" ], "rows": 178, "table": true, "tojson": true }, { "name": "wine.class", "title": "Wine dataset", "object": "wine", "class": [ "factor" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "crime", "title": "U. S. Crimes", "topics": [ "crime" ] }, { "page": "get_SVD", "title": "Extract the SVD components from a PCA-like object", "topics": [ "get_SVD" ] }, { "page": "ggbiplot", "title": "Biplot for Principal Components using ggplot2", "topics": [ "ggbiplot" ] }, { "page": "ggscreeplot", "title": "Screeplot for Principal Components", "topics": [ "ggscreeplot" ] }, { "page": "reflect", "title": "Reflect Columns in a Principal Component-like Object", "topics": [ "reflect" ] }, { "page": "wine", "title": "Wine dataset", "topics": [ "wine", "wine.class" ] } ], "_pkglogo": "https://github.com/friendly/ggbiplot/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/friendly/ggbiplot/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_score": 7.823591652782506, "_indexed": true, "_nocasepkg": "ggbiplot", "_universes": [ "friendly" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.6.5", "date": "2026-06-13T09:05:18.000Z", "distro": "noble", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "8c7b3829f857d8c5d936e369b583357cfb7a3a98df275b85b8b4a3c18ac3567c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.6.0", "os": "linux", "version": "0.6.5", "date": "2026-06-13T09:05:38.000Z", "distro": "noble", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "7a586bbaafc781395fe1a6f9105f780b03f9ac0c0699595600293415d2c5cea7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.5.3", "os": "mac", "version": "0.6.5", "date": "2026-06-13T09:05:20.000Z", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "35817f90912ecee62211a98e8892d4d3cfb68469df4f3e578e93dfcdc858b4ff", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.6.0", "os": "mac", "version": "0.6.5", "date": "2026-06-13T09:05:08.000Z", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "18417e3bc8c6d07aee8cd11e821f3cb80f95113b012142ec0b8ba79d31531f00", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.6.0", "os": "wasm", "version": "0.6.5", "date": "2026-06-13T09:05:37.000Z", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "03b25eeff91211c40be6c67d6521276357970a9ec6cde290fe1965fe7e57be7a", "status": "success", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.7.0", "os": "win", "version": "0.6.5", "date": "2026-06-13T09:04:51.000Z", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "e36789a380117f0cad19972f313ef4f9cfea424e1884458c83f9ea1a0598d536", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.5.3", "os": "win", "version": "0.6.5", "date": "2026-06-13T09:04:43.000Z", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "c65895dd95a6e1c37c6fcb5a3a9c8f6882379bb56d0d5ab6ef318542d71f3f2c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" }, { "r": "4.6.0", "os": "win", "version": "0.6.5", "date": "2026-06-13T09:05:00.000Z", "commit": "1ff9d6b131aee1d8dd174ead4da1fa5395521afe", "fileid": "c81a27c326bb9f3c8ec6e491b11d9203491fd749e261726f90fd8e588bfbb556", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/27462308122" } ] }