{
  "_id": "6a4986496d67900babdf8cd2",
  "Package": "systemPipeTools",
  "Title": "Tools for data visualization",
  "Version": "1.21.0",
  "Date": "2021-05-11",
  "Authors@R": "c(\nperson(given = \"Daniela\", family = \"Cassol\", role = c(\"aut\", \"cre\"), email = \"danicassol@gmail.com\"),\nperson(given = \"Ponmathi\", family = \"Ramasamy\", role = c(\"aut\"), email = \"prama008@ucr.edu\"),\nperson(given = \"Le\", family = \"Zhang\", role = c(\"aut\"), email = \"le.zhang001@email.ucr.edu\"),\nperson(given = \"Thomas\", family = \"Girke\", role = c(\"aut\"), email = \"thomas.girke@ucr.edu\"))",
  "Description": "systemPipeTools package extends the widely used\nsystemPipeR (SPR) workflow environment with an enhanced toolkit\nfor data visualization, including utilities to automate the\ndata visualizaton for analysis of differentially expressed\ngenes (DEGs). systemPipeTools provides data transformation and\ndata exploration functions via scatterplots, hierarchical\nclustering heatMaps, principal component analysis,\nmultidimensional scaling, generalized principal components,\nt-Distributed Stochastic Neighbor embedding (t-SNE), and MA and\nvolcano plots. All these utilities can be integrated with the\nmodular design of the systemPipeR environment that allows users\nto easily substitute any of these features and/or custom with\nalternatives.",
  "biocViews": "Infrastructure, DataImport, Sequencing, QualityControl,\nReportWriting, ExperimentalDesign, Clustering,\nDifferentialExpression, MultidimensionalScaling,\nPrincipalComponent",
  "License": "Artistic-2.0",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.1.1",
  "Config/testthat/edition": "3",
  "Config/pak/sysreqs": "libcairo2-dev cmake libfontconfig1-dev\nlibfreetype6-dev make libicu-dev libpng-dev libuv1-dev\nlibssl-dev zlib1g-dev",
  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:56:18 UTC",
  "RemoteUrl": "https://github.com/bioc/systemPipeTools",
  "RemoteRef": "HEAD",
  "RemoteSha": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-04 22:09:41 UTC",
    "User": "root"
  },
  "Author": "Daniela Cassol [aut, cre],\nPonmathi Ramasamy [aut],\nLe Zhang [aut],\nThomas Girke [aut]",
  "Maintainer": "Daniela Cassol <danicassol@gmail.com>",
  "_user": "bioc",
  "_type": "src",
  "_file": "systemPipeTools_1.21.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/899073bd067f345834a3283a0c84852542909b512838ddc29a4631be8ab2f7ef",
  "_filesize": 149472,
  "_sha256": "899073bd067f345834a3283a0c84852542909b512838ddc29a4631be8ab2f7ef",
  "_expires": "2026-10-12T22:16:39.000Z",
  "_created": "2026-07-04T22:09:41.000Z",
  "_published": "2026-07-04T22:16:41.036Z",
  "_bioccheck": {
    "error": 0,
    "warning": 0,
    "note": 8
  },
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981",
  "_status": "failure",
  "_upstream": "https://github.com/bioc/systemPipeTools",
  "_commit": {
    "id": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
    "author": "A Wokaty <andres.wokaty@sph.cuny.edu>",
    "committer": "A Wokaty <andres.wokaty@sph.cuny.edu>",
    "message": "bump x.y.z version to odd y following creation of RELEASE_3_23 branch\n",
    "time": 1777380978
  },
  "_maintainer": {
    "name": "Daniela Cassol",
    "email": "danicassol@gmail.com",
    "login": "dcassol",
    "description": "",
    "uuid": 12722576
  },
  "_distro": "resolute",
  "_jobs": [
    {
      "job": 85171054224,
      "time": 230,
      "config": "bioc-checks",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8085885480"
    },
    {
      "job": 85171054232,
      "time": 352,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "8085897867"
    },
    {
      "job": 85171054225,
      "time": 344,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "8085897102"
    },
    {
      "job": 85171054229,
      "time": 218,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "8085884183"
    },
    {
      "job": 85171054246,
      "time": 193,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "8085881459"
    },
    {
      "job": 85170736313,
      "time": 308,
      "config": "source",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "8085860522"
    },
    {
      "job": 85171054223,
      "time": 229,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8085885465"
    },
    {
      "job": 85171054230,
      "time": 305,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "8085893048"
    },
    {
      "job": 85171054233,
      "time": 283,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "8085891641"
    },
    {
      "job": 85171054243,
      "time": 305,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "8085893126"
    }
  ],
  "_registered": true,
  "_dependencies": [
    {
      "package": "DESeq2",
      "role": "Imports"
    },
    {
      "package": "GGally",
      "role": "Imports"
    },
    {
      "package": "Rtsne",
      "role": "Imports"
    },
    {
      "package": "SummarizedExperiment",
      "role": "Imports"
    },
    {
      "package": "ape",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "role": "Imports"
    },
    {
      "package": "ggtree",
      "role": "Imports"
    },
    {
      "package": "glmpca",
      "role": "Imports"
    },
    {
      "package": "pheatmap",
      "role": "Imports"
    },
    {
      "package": "plotly",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "DT",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "systemPipeR",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "BiocStyle",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "BiocGenerics",
      "role": "Suggests"
    },
    {
      "package": "Biostrings",
      "role": "Suggests"
    },
    {
      "package": "methods",
      "role": "Suggests"
    }
  ],
  "_owner": "bioc",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-44",
      "n": 2
    },
    {
      "week": "2026-18",
      "n": 2
    }
  ],
  "_tags": [],
  "_bioc": [
    {
      "branch": "devel",
      "version": "1.21.0",
      "bioc": "3.24"
    },
    {
      "branch": "release",
      "version": "1.20.0",
      "bioc": "3.23"
    }
  ],
  "_topics": [
    "infrastructure",
    "dataimport",
    "sequencing",
    "qualitycontrol",
    "reportwriting",
    "experimentaldesign",
    "clustering",
    "differentialexpression",
    "multidimensionalscaling",
    "principalcomponent"
  ],
  "_userbio": {
    "uuid": 2286807,
    "type": "organization",
    "name": "Bioconductor",
    "followers": 445,
    "description": "Software for the analysis and comprehension of high-throughput genomic data"
  },
  "_searchresults": 6,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/systemPipeTools.html",
    "manual.pdf"
  ],
  "_realowner": "bioc",
  "_cranurl": false,
  "_exports": [
    "exploreDDS",
    "exploreDDSplot",
    "GLMplot",
    "hclustplot",
    "heatMaplot",
    "MAplot",
    "MDSplot",
    "PCAplot",
    "showDT",
    "tSNEplot",
    "volcanoplot"
  ],
  "_help": [
    {
      "page": "exploreDDS",
      "title": "exploreDDS",
      "topics": [
        "exploreDDS"
      ]
    },
    {
      "page": "exploreDDSplot",
      "title": "exploreDDSplot",
      "topics": [
        "exploreDDSplot"
      ]
    },
    {
      "page": "GLMplot",
      "title": "Dimension Reduction with GLMplot",
      "topics": [
        "GLMplot"
      ]
    },
    {
      "page": "hclustplot",
      "title": "Hierarchical Clustering Dendrogram (hclustplot)",
      "topics": [
        "hclustplot"
      ]
    },
    {
      "page": "heatMaplot",
      "title": "Hierarchical Clustering HeatMap (heatMaplot)",
      "topics": [
        "heatMaplot"
      ]
    },
    {
      "page": "MAplot",
      "title": "MAplot",
      "topics": [
        "MAplot"
      ]
    },
    {
      "page": "MDSplot",
      "title": "Multidimensional scaling with MDSplot",
      "topics": [
        "MDSplot"
      ]
    },
    {
      "page": "PCAplot",
      "title": "PCAplot",
      "topics": [
        "PCAplot"
      ]
    },
    {
      "page": "showDT",
      "title": "Create an HTML table using DT package with fixed columns",
      "topics": [
        "showDT"
      ]
    },
    {
      "page": "tSNEplot",
      "title": "t-Distributed Stochastic Neighbor embedding with tSNEplot",
      "topics": [
        "tSNEplot"
      ]
    },
    {
      "page": "volcanoplot",
      "title": "Volcano plot with 'volcanoplot'",
      "topics": [
        "volcanoplot"
      ]
    }
  ],
  "_readme": "https://github.com/bioc/systemPipeTools/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "ape",
    "aplot",
    "askpass",
    "base64enc",
    "BH",
    "Biobase",
    "BiocGenerics",
    "BiocParallel",
    "bslib",
    "cachem",
    "cli",
    "codetools",
    "cpp11",
    "crayon",
    "crosstalk",
    "curl",
    "data.table",
    "DelayedArray",
    "DESeq2",
    "digest",
    "dplyr",
    "DT",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "fontBitstreamVera",
    "fontLiberation",
    "fontquiver",
    "forcats",
    "formatR",
    "fs",
    "futile.logger",
    "futile.options",
    "gdtools",
    "generics",
    "GenomicRanges",
    "GGally",
    "ggfun",
    "ggiraph",
    "ggplot2",
    "ggplotify",
    "ggrepel",
    "ggstats",
    "ggtree",
    "glmpca",
    "glue",
    "gridGraphics",
    "gtable",
    "highr",
    "hms",
    "htmltools",
    "htmlwidgets",
    "httr",
    "IRanges",
    "isoband",
    "jquerylib",
    "jsonlite",
    "knitr",
    "labeling",
    "lambda.r",
    "later",
    "lattice",
    "lazyeval",
    "lifecycle",
    "locfit",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixGenerics",
    "matrixStats",
    "memoise",
    "mime",
    "nlme",
    "openssl",
    "otel",
    "patchwork",
    "pheatmap",
    "pillar",
    "pkgconfig",
    "plotly",
    "prettyunits",
    "progress",
    "promises",
    "purrr",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "rmarkdown",
    "Rtsne",
    "S4Arrays",
    "S4Vectors",
    "S7",
    "sass",
    "scales",
    "Seqinfo",
    "snow",
    "SparseArray",
    "stringi",
    "stringr",
    "SummarizedExperiment",
    "sys",
    "systemfonts",
    "tibble",
    "tidyr",
    "tidyselect",
    "tidytree",
    "tinytex",
    "treeio",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "XVector",
    "yaml",
    "yulab.utils"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "systempipetools",
  "_universes": [
    "bioc",
    "dcassol"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.21.0",
      "date": "2026-07-04T22:13:56.000Z",
      "distro": "resolute",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/47c2294d5e841f8c0c32fec3cdd8d1511ecbceebf5e5a00becfa8b72304ea438",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.21.0",
      "date": "2026-07-04T22:14:00.000Z",
      "distro": "resolute",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/6676bf47d1632d6d8a5de96ef6d5392c9a3b83b457940e7eda36f3d3fe82f6ab",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.21.0",
      "date": "2026-07-04T22:11:57.000Z",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/9d0eef177b9cbf5ec5bb6f4804fbcfbef2df2453dae7a4dbbd79b1492a2f599c",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.21.0",
      "date": "2026-07-04T22:11:42.000Z",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/2c84a1c06d2ea599dc01f4e08c5ecdefb84b5bb1ecd944dce21c70d8f3a12e8d",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.21.0",
      "date": "2026-07-04T22:14:09.000Z",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/14e385f5f925526769de1eba7930ac89014faf4fc5cef239a64e10eade9edcca",
      "status": "success",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.21.0",
      "date": "2026-07-04T22:11:58.000Z",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/5df1554d20ad42037c08030bb9dd4a8a4f209b539287ed2a7e8d5af430461601",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.21.0",
      "date": "2026-07-04T22:12:27.000Z",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/d149cb0f3afc50d78628981cb0252ab45ed1b2eaa3374d24c74c215ec54ebc44",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.21.0",
      "date": "2026-07-04T22:11:59.000Z",
      "commit": "a2d187e3ac2ad9e8d99215d7657f68cc59ee269b",
      "fileid": "https://r2.ropensci.org/ad6d17df9ba6e938b1da7cf212747e89059169168e683207edae214c816e64e6",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28721096981"
    }
  ]
}