{
  "_id": "6a1973fcacfb0bcc41defd8a",
  "Package": "ggpubr",
  "Type": "Package",
  "Title": "'ggplot2' Based Publication Ready Plots",
  "Version": "0.6.3.999",
  "Date": "2026-02-27",
  "Authors@R": "c(\nperson(\"Alboukadel\", \"Kassambara\", role = c(\"aut\", \"cre\"), email = \"alboukadel.kassambara@gmail.com\"),\nperson(\"Laszlo\", \"Erdey\", role = \"ctb\", email = \"erdey.laszlo@econ.unideb.hu\",\ncomment = \"Faculty of Economics and Business, University of Debrecen, Hungary\"))",
  "Author": "Alboukadel Kassambara [aut, cre], Laszlo Erdey [ctb] (Faculty\nof Economics and Business, University of Debrecen, Hungary)",
  "Maintainer": "Alboukadel Kassambara <alboukadel.kassambara@gmail.com>",
  "Description": "The 'ggplot2' package is excellent and flexible for\nelegant data visualization in R. However the default generated\nplots requires some formatting before we can send them for\npublication. Furthermore, to customize a 'ggplot', the syntax\nis opaque and this raises the level of difficulty for\nresearchers with no advanced R programming skills. 'ggpubr'\nprovides some easy-to-use functions for creating and\ncustomizing 'ggplot2'-based publication ready plots. This\nversion includes modern R ecosystem compatibility updates and\ncustomizable p-value formatting presets (APA, AMA, NEJM,\nLancet, GraphPad) for publication workflows, plus robust\nsparse-subset handling in statistical annotation layers such as\n'stat_compare_means()' and 'geom_pwc()', with informative\nper-group skip diagnostics for non-comparable subsets.",
  "License": "GPL (>= 2)",
  "LazyData": "TRUE",
  "Encoding": "UTF-8",
  "URL": "https://rpkgs.datanovia.com/ggpubr/,\nhttps://github.com/kassambara/ggpubr",
  "BugReports": "https://github.com/kassambara/ggpubr/issues",
  "RoxygenNote": "7.3.3",
  "Collate": "'utilities_color.R' 'utilities_base.R' 'desc_statby.R'\n'utilities.R' 'add_summary.R' 'annotate_figure.R' 'as_ggplot.R'\n'as_npc.R' 'axis_scale.R' 'background_image.R' 'bgcolor.R'\n'border.R' 'p_format_utils.R' 'compare_means.R' 'create_aes.R'\n'diff_express.R' 'facet.R' 'font.R' 'gene_citation.R'\n'gene_expression.R' 'geom_bracket.R' 'geom_exec.R'\n'utils-aes.R' 'utils_stat_test_label.R' 'geom_pwc.R'\n'get_breaks.R' 'get_coord.R' 'get_legend.R' 'get_palette.R'\n'ggadd.R' 'ggadjust_pvalue.R' 'ggarrange.R' 'ggballoonplot.R'\n'ggpar.R' 'ggbarplot.R' 'ggboxplot.R' 'ggdensity.R' 'ggpie.R'\n'ggdonutchart.R' 'stat_conf_ellipse.R' 'stat_chull.R'\n'ggdotchart.R' 'ggdotplot.R' 'ggecdf.R' 'ggerrorplot.R'\n'ggexport.R' 'gghistogram.R' 'ggline.R' 'ggmaplot.R'\n'ggpaired.R' 'ggparagraph.R' 'ggpubr-package.R' 'ggpubr_args.R'\n'ggpubr_options.R' 'ggqqplot.R' 'utilities_label.R'\n'stat_cor.R' 'stat_stars.R' 'ggscatter.R' 'ggscatterhist.R'\n'ggstripchart.R' 'ggsummarystats.R' 'ggtext.R' 'ggtexttable.R'\n'ggviolin.R' 'gradient_color.R' 'grids.R' 'npc_to_data_coord.R'\n'reexports.R' 'rotate.R' 'rotate_axis_text.R' 'rremove.R'\n'set_palette.R' 'shared_docs.R' 'show_line_types.R'\n'show_point_shapes.R' 'stat_anova_test.R'\n'stat_central_tendency.R' 'stat_compare_means.R'\n'stat_friedman_test.R' 'stat_kruskal_test.R' 'stat_mean.R'\n'stat_overlay_normal_density.R' 'stat_pvalue_manual.R'\n'stat_regline_equation.R' 'stat_welch_anova_test.R'\n'text_grob.R' 'theme_pubr.R' 'theme_transparent.R'\n'utils-geom-signif.R' 'utils-pipe.R' 'utils-tidyr.R' 'zzz.R'",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://kassambara.r-universe.dev",
  "Date/Publication": "2026-02-28 09:18:43 UTC",
  "RemoteUrl": "https://github.com/kassambara/ggpubr",
  "RemoteRef": "HEAD",
  "RemoteSha": "2db731cbc9957e797bce129589a97969c2748de8",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-29 09:33:11 UTC",
    "User": "root"
  },
  "MD5sum": "304c276a7652747e8e74648803bbafc7",
  "_user": "kassambara",
  "_type": "src",
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  "_created": "2026-05-29T09:33:11.000Z",
  "_published": "2026-05-29T11:09:48.062Z",
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  "_devurl": "https://github.com/kassambara/ggpubr",
  "_pkgdown": "https://rpkgs.datanovia.com/ggpubr/",
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  "_rbuild": "4.6.0",
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ggpubr.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/kassambara/ggpubr",
  "_realowner": "kassambara",
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    {
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    {
      "version": "0.2.1",
      "date": "2019-06-23"
    },
    {
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    {
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      "date": "2019-09-03"
    },
    {
      "version": "0.2.4",
      "date": "2019-11-14"
    },
    {
      "version": "0.2.5",
      "date": "2020-02-13"
    },
    {
      "version": "0.3.0",
      "date": "2020-05-04"
    },
    {
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      "date": "2020-06-27"
    },
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      "date": "2022-11-16"
    },
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      "version": "0.6.0",
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    },
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      "date": "2025-10-17"
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  "_exports": [
    "%>%",
    "add_summary",
    "annotate_figure",
    "as_ggplot",
    "as_npc",
    "as_npcx",
    "as_npcy",
    "background_image",
    "bgcolor",
    "border",
    "change_palette",
    "clean_lock_files",
    "clean_table_theme",
    "clean_theme",
    "colnames_style",
    "color_palette",
    "compare_means",
    "create_aes",
    "create_p_label",
    "desc_statby",
    "facet",
    "fill_palette",
    "font",
    "format_p_value",
    "geom_bracket",
    "geom_exec",
    "geom_pwc",
    "geom_signif",
    "get_breaks",
    "get_coord",
    "get_legend",
    "get_p_format_style",
    "get_palette",
    "get_summary_stats",
    "ggadd",
    "ggadjust_pvalue",
    "ggarrange",
    "ggballoonplot",
    "ggbarplot",
    "ggboxplot",
    "ggdensity",
    "ggdonutchart",
    "ggdotchart",
    "ggdotplot",
    "ggecdf",
    "ggerrorplot",
    "ggexport",
    "gghistogram",
    "ggline",
    "ggmaplot",
    "ggpaired",
    "ggpar",
    "ggparagraph",
    "ggpie",
    "ggpubr_options",
    "ggqqplot",
    "ggscatter",
    "ggscatterhist",
    "ggstripchart",
    "ggsummarystats",
    "ggsummarytable",
    "ggtext",
    "ggtexttable",
    "ggviolin",
    "gradient_color",
    "gradient_fill",
    "grids",
    "group_by",
    "labs_pubr",
    "list_p_format_styles",
    "mean_ci",
    "mean_range",
    "mean_sd",
    "mean_se_",
    "median_hilow_",
    "median_iqr",
    "median_mad",
    "median_q1q3",
    "median_range",
    "mutate",
    "npc_to_data_coord",
    "rotate",
    "rotate_x_text",
    "rotate_y_text",
    "rownames_style",
    "rremove",
    "set_palette",
    "show_line_types",
    "show_point_shapes",
    "stat_anova_test",
    "stat_bracket",
    "stat_central_tendency",
    "stat_chull",
    "stat_compare_means",
    "stat_conf_ellipse",
    "stat_cor",
    "stat_friedman_test",
    "stat_kruskal_test",
    "stat_mean",
    "stat_overlay_normal_density",
    "stat_pvalue_manual",
    "stat_pwc",
    "stat_regline_equation",
    "stat_stars",
    "stat_welch_anova_test",
    "tab_add_border",
    "tab_add_footnote",
    "tab_add_hline",
    "tab_add_title",
    "tab_add_vline",
    "tab_cell_crossout",
    "tab_ncol",
    "tab_nrow",
    "table_cell_bg",
    "table_cell_font",
    "tbody_add_border",
    "tbody_style",
    "text_grob",
    "thead_add_border",
    "theme_classic2",
    "theme_cleveland",
    "theme_pubclean",
    "theme_pubr",
    "theme_transparent",
    "ttheme",
    "xscale",
    "yscale"
  ],
  "_datasets": [
    {
      "name": "diff_express",
      "title": "Differential gene expression analysis results",
      "object": "diff_express",
      "class": [
        "data.frame"
      ],
      "fields": [
        "name",
        "baseMean",
        "log2FoldChange",
        "padj",
        "detection_call"
      ],
      "rows": 36028,
      "table": true,
      "tojson": true
    },
    {
      "name": "gene_citation",
      "title": "Gene Citation Index",
      "object": "gene_citation",
      "class": [
        "data.frame"
      ],
      "fields": [
        "gene",
        "citation_index"
      ],
      "rows": 66,
      "table": true,
      "tojson": true
    },
    {
      "name": "gene_expression",
      "title": "Gene Expression Data",
      "object": "gene_expression",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "bcr_patient_barcode",
        "dataset",
        "GATA3",
        "PTEN",
        "XBP1"
      ],
      "rows": 1305,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "add_summary",
      "title": "Add Summary Statistics onto a ggplot.",
      "topics": [
        "add_summary",
        "mean_ci",
        "mean_range",
        "mean_sd",
        "mean_se_",
        "median_hilow_",
        "median_iqr",
        "median_mad",
        "median_q1q3",
        "median_range"
      ]
    },
    {
      "page": "annotate_figure",
      "title": "Annotate Arranged Figure",
      "topics": [
        "annotate_figure"
      ]
    },
    {
      "page": "as_ggplot",
      "title": "Storing grid.arrange() arrangeGrob() and plots",
      "topics": [
        "as_ggplot"
      ]
    },
    {
      "page": "as_npc",
      "title": "Convert Character Coordinates into Normalized Parent Coordinates (NPC)",
      "topics": [
        "as_npc",
        "as_npcx",
        "as_npcy"
      ]
    },
    {
      "page": "axis_scale",
      "title": "Change Axis Scale: log2, log10 and more",
      "topics": [
        "axis_scale",
        "xscale",
        "yscale"
      ]
    },
    {
      "page": "background_image",
      "title": "Add Background Image to ggplot2",
      "topics": [
        "background_image"
      ]
    },
    {
      "page": "bgcolor",
      "title": "Change ggplot Panel Background Color",
      "topics": [
        "bgcolor"
      ]
    },
    {
      "page": "border",
      "title": "Set ggplot Panel Border Line",
      "topics": [
        "border"
      ]
    },
    {
      "page": "clean_lock_files",
      "title": "Clean up stale package lock files",
      "topics": [
        "clean_lock_files"
      ]
    },
    {
      "page": "compare_means",
      "title": "Comparison of Means",
      "topics": [
        "compare_means"
      ]
    },
    {
      "page": "create_aes",
      "title": "Create Aes Mapping from a List",
      "topics": [
        "create_aes"
      ]
    },
    {
      "page": "create_p_label",
      "title": "Create P-Value Label with Proper Prefix",
      "topics": [
        "create_p_label"
      ]
    },
    {
      "page": "desc_statby",
      "title": "Descriptive statistics by groups",
      "topics": [
        "desc_statby"
      ]
    },
    {
      "page": "diff_express",
      "title": "Differential gene expression analysis results",
      "topics": [
        "diff_express"
      ]
    },
    {
      "page": "facet",
      "title": "Facet a ggplot into Multiple Panels",
      "topics": [
        "facet"
      ]
    },
    {
      "page": "font",
      "title": "Change the Appearance of Titles and Axis Labels",
      "topics": [
        "font"
      ]
    },
    {
      "page": "format_p_value",
      "title": "Format P-Values According to Style or Custom Settings",
      "topics": [
        "format_p_value"
      ]
    },
    {
      "page": "gene_citation",
      "title": "Gene Citation Index",
      "topics": [
        "gene_citation"
      ]
    },
    {
      "page": "gene_expression",
      "title": "Gene Expression Data",
      "topics": [
        "gene_expression"
      ]
    },
    {
      "page": "geom_exec",
      "title": "Execute ggplot2 functions",
      "topics": [
        "geom_exec"
      ]
    },
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      "page": "get_breaks",
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