{
  "_id": "6a1fd084b401979e73434e49",
  "Package": "arkhe",
  "Title": "Tools for Cleaning Rectangular Data",
  "Version": "1.11.0.9000",
  "Authors@R": "c(\nperson(\"Nicolas\", \"Frerebeau\", , \"nicolas.frerebeau@u-bordeaux-montaigne.fr\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-5759-4944\")),\nperson(\"Brice\", \"Lebrun\", role = \"art\",\ncomment = c(ORCID = \"0000-0001-7503-8685\", \"Logo designer\")),\nperson(\"Université Bordeaux Montaigne\", role = \"fnd\",\ncomment = c(ROR = \"03pbgwk21\")),\nperson(\"CNRS\", role = \"fnd\",\ncomment = c(ROR = \"02feahw73\"))\n)",
  "Description": "A dependency-free collection of simple functions for\ncleaning rectangular data. This package allows to detect, count\nand replace values or discard rows/columns using a predicate\nfunction. In addition, it provides tools to check conditions\nand return informative error messages.",
  "License": "GPL (>= 3)",
  "URL": "https://codeberg.org/tesselle/arkhe,\nhttps://tesselle.r-universe.dev/arkhe,\nhttps://packages.tesselle.org/arkhe/",
  "BugReports": "https://codeberg.org/tesselle/arkhe/issues",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "Collate": "'AllGenerics.R' 'append.R' 'predicates.R' 'assert.R'\n'arkhe-deprecated.R' 'arkhe-internal.R' 'arkhe-package.R'\n'assign.R' 'clean.R' 'compact.R' 'conditions.R' 'count.R'\n'describe.R' 'detect.R' 'discard.R' 'get.R' 'keep.R'\n'mathematics.R' 'remove.R' 'replace.R' 'scale.R' 'seek.R'\n'sparsity.R' 'statistics.R' 'utilities.R' 'zzz.R'",
  "Config/roxygen2/version": "8.0.0",
  "Repository": "https://tesselle.r-universe.dev",
  "Date/Publication": "2026-05-04 14:39:34 UTC",
  "RemoteUrl": "https://codeberg.org/tesselle/arkhe",
  "RemoteRef": "HEAD",
  "RemoteSha": "fb4fa8c98d852c818b514c9545150daaa4e436f2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-03 06:54:53 UTC",
    "User": "root"
  },
  "Author": "Nicolas Frerebeau [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-5759-4944>),\nBrice Lebrun [art] (ORCID: <https://orcid.org/0000-0001-7503-8685>,\nLogo designer),\nUniversité Bordeaux Montaigne [fnd] (ROR: <https://ror.org/03pbgwk21>),\nCNRS [fnd] (ROR: <https://ror.org/02feahw73>)",
  "Maintainer": "Nicolas Frerebeau <nicolas.frerebeau@u-bordeaux-montaigne.fr>",
  "MD5sum": "c46e31a1b9a5ca11f01c1e101256144a",
  "_user": "tesselle",
  "_type": "src",
  "_file": "arkhe_1.11.0.9000.tar.gz",
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  "_created": "2026-06-03T06:54:53.000Z",
  "_published": "2026-06-03T06:58:12.557Z",
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    "committer": "nfrerebeau <nicolas.frerebeau@u-bordeaux-montaigne.fr>",
    "message": "Fix Woodpecker workflows\n",
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    "email": "nicolas.frerebeau@u-bordeaux-montaigne.fr",
    "login": "nfrerebeau",
    "mastodon": "@nfrerebeau@archaeo.social",
    "orcid": "0000-0001-5759-4944",
    "description": "Archaeologist, research engineer at @crp2a",
    "uuid": 33983845
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  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5",
      "role": "Depends"
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    {
      "package": "methods",
      "role": "Imports"
    },
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      "role": "Imports"
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  "_tags": [],
  "_topics": [
    "data-cleaning",
    "statistics"
  ],
  "_userbio": {
    "uuid": 78033555,
    "type": "organization",
    "name": "tesselle",
    "description": "A collection of R packages for archaeological research and teaching"
  },
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  },
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  "_pkgdown": "https://packages.tesselle.org/arkhe/",
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  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
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    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://codeberg.org/tesselle/arkhe",
  "_realowner": "nfrerebeau",
  "_cranurl": true,
  "_releases": [
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      "version": "0.2.0",
      "date": "2019-12-18"
    },
    {
      "version": "0.2.1",
      "date": "2020-02-15"
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    {
      "version": "0.2.2",
      "date": "2020-03-23"
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    {
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    {
      "version": "0.4.0",
      "date": "2021-09-18"
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    {
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    {
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    },
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    {
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    {
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  "_exports": [
    "%+%",
    "%||%",
    "append_column",
    "append_rownames",
    "assert_colnames",
    "assert_constant",
    "assert_count",
    "assert_decreasing",
    "assert_dim",
    "assert_dimensions",
    "assert_empty",
    "assert_even",
    "assert_filled",
    "assert_function",
    "assert_greater",
    "assert_increasing",
    "assert_infinite",
    "assert_length",
    "assert_lengths",
    "assert_lower",
    "assert_missing",
    "assert_names",
    "assert_ncol",
    "assert_negative",
    "assert_nrow",
    "assert_odd",
    "assert_package",
    "assert_positive",
    "assert_rownames",
    "assert_scalar",
    "assert_square",
    "assert_symmetric",
    "assert_type",
    "assert_unique",
    "assert_whole",
    "assign_colnames",
    "assign_rownames",
    "bootstrap",
    "check_class",
    "clean_whitespace",
    "compact",
    "compact_cols",
    "compact_columns",
    "compact_rows",
    "confidence_binomial",
    "confidence_bootstrap",
    "confidence_mean",
    "confidence_multinomial",
    "count",
    "describe",
    "detect",
    "discard",
    "discard_cols",
    "discard_columns",
    "discard_rows",
    "get_columns",
    "get_rows",
    "has_colnames",
    "has_duplicates",
    "has_infinite",
    "has_length",
    "has_missing",
    "has_names",
    "has_rownames",
    "interval_credible",
    "interval_hdr",
    "is_atomic",
    "is_character",
    "is_constant",
    "is_decreasing",
    "is_double",
    "is_empty",
    "is_error",
    "is_even",
    "is_greater",
    "is_increasing",
    "is_integer",
    "is_list",
    "is_logical",
    "is_lower",
    "is_message",
    "is_negative",
    "is_numeric",
    "is_odd",
    "is_positive",
    "is_scalar_atomic",
    "is_scalar_character",
    "is_scalar_double",
    "is_scalar_integer",
    "is_scalar_list",
    "is_scalar_logical",
    "is_scalar_numeric",
    "is_scalar_vector",
    "is_square",
    "is_symmetric",
    "is_unique",
    "is_vector",
    "is_warning",
    "is_whole",
    "is_zero",
    "jackknife",
    "keep",
    "keep_cols",
    "keep_columns",
    "keep_rows",
    "label_percent",
    "math_gcd",
    "math_lcm",
    "needs",
    "remove_constant",
    "remove_empty",
    "remove_Inf",
    "remove_NA",
    "remove_zero",
    "replace_empty",
    "replace_Inf",
    "replace_NA",
    "replace_zero",
    "resample_multinomial",
    "resample_uniform",
    "scale_midpoint",
    "scale_range",
    "seek_columns",
    "seek_rows",
    "sparsity",
    "validate"
  ],
  "_help": [
    {
      "page": "append_column",
      "title": "Add a (Named) Vector as a Column",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "append_column",
        "append_column,data.frame-method",
        "append_column-method"
      ]
    },
    {
      "page": "append_rownames",
      "title": "Convert Row Names to an Explicit Column",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "append_rownames",
        "append_rownames,data.frame-method",
        "append_rownames-method"
      ]
    },
    {
      "page": "assert_constant",
      "title": "Check Numeric Trend",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_constant",
        "assert_decreasing",
        "assert_increasing"
      ]
    },
    {
      "page": "assert_dim",
      "title": "Check Object Dimensions",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_dim",
        "assert_ncol",
        "assert_nrow"
      ]
    },
    {
      "page": "assert_empty",
      "title": "Check Object Filling",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_empty",
        "assert_filled"
      ]
    },
    {
      "page": "assert_infinite",
      "title": "Check Infinite Values",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_infinite"
      ]
    },
    {
      "page": "assert_length",
      "title": "Check Object Length(s)",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_length",
        "assert_lengths"
      ]
    },
    {
      "page": "assert_lower",
      "title": "Check Numeric Relations",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_greater",
        "assert_lower"
      ]
    },
    {
      "page": "assert_missing",
      "title": "Check Missing Values",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_missing"
      ]
    },
    {
      "page": "assert_names",
      "title": "Check Object Names",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_colnames",
        "assert_names",
        "assert_rownames"
      ]
    },
    {
      "page": "assert_numeric",
      "title": "Check Numeric Values",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_count",
        "assert_even",
        "assert_negative",
        "assert_numeric",
        "assert_odd",
        "assert_positive",
        "assert_whole"
      ]
    },
    {
      "page": "assert_package",
      "title": "Check the Availability of a Package",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_package"
      ]
    },
    {
      "page": "assert_square",
      "title": "Check Matrix",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_square",
        "assert_symmetric"
      ]
    },
    {
      "page": "assert_type",
      "title": "Check Data Types",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_function",
        "assert_scalar",
        "assert_type"
      ]
    },
    {
      "page": "assert_unique",
      "title": "Check Duplicates",
      "concept": [
        "checking methods"
      ],
      "topics": [
        "assert_unique"
      ]
    },
    {
      "page": "assign",
      "title": "Assign a Specific Row/Column to the Column/Row Names",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "assign",
        "assign_colnames",
        "assign_colnames,data.frame-method",
        "assign_colnames-method",
        "assign_rownames",
        "assign_rownames,data.frame-method",
        "assign_rownames-method"
      ]
    },
    {
      "page": "bootstrap",
      "title": "Nonparametric Bootstrap Estimation",
      "concept": [
        "resampling methods"
      ],
      "topics": [
        "bootstrap",
        "bootstrap,numeric-method",
        "bootstrap-method"
      ]
    },
    {
      "page": "clean_whitespace",
      "title": "Remove Leading/Trailing Whitespace",
      "concept": [
        "data cleaning tools"
      ],
      "topics": [
        "clean_whitespace",
        "clean_whitespace,data.frame-method",
        "clean_whitespace,matrix-method",
        "clean_whitespace-method"
      ]
    },
    {
      "page": "compact",
      "title": "Remove Empty Rows/Columns",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "compact",
        "compact,ANY-method",
        "compact-method",
        "compact_columns",
        "compact_columns,ANY-method",
        "compact_columns-method",
        "compact_rows",
        "compact_rows,ANY-method",
        "compact_rows-method"
      ]
    },
    {
      "page": "concat",
      "title": "Concatenate",
      "concept": [
        "utilities"
      ],
      "topics": [
        "%+%",
        "concat"
      ]
    },
    {
      "page": "confidence_binomial",
      "title": "Confidence Interval for Binomial Proportions",
      "concept": [
        "summary statistics"
      ],
      "topics": [
        "confidence_binomial",
        "confidence_binomial,numeric-method",
        "confidence_binomial-method"
      ]
    },
    {
      "page": "confidence_bootstrap",
      "title": "Nonparametric Bootstrap Confidence Interval",
      "concept": [
        "summary statistics"
      ],
      "topics": [
        "confidence_bootstrap",
        "confidence_bootstrap,numeric-method",
        "confidence_bootstrap-method"
      ]
    },
    {
      "page": "confidence_mean",
      "title": "Confidence Interval for a Mean",
      "concept": [
        "summary statistics"
      ],
      "topics": [
        "confidence_mean",
        "confidence_mean,numeric-method",
        "confidence_mean-method"
      ]
    },
    {
      "page": "confidence_multinomial",
      "title": "Confidence Interval for Multinomial Proportions",
      "concept": [
        "summary statistics"
      ],
      "topics": [
        "confidence_multinomial",
        "confidence_multinomial,numeric-method",
        "confidence_multinomial-method"
      ]
    },
    {
      "page": "count",
      "title": "Count Values Using a Predicate",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "count",
        "count,data.frame-method",
        "count,matrix-method",
        "count-method"
      ]
    },
    {
      "page": "describe",
      "title": "Data Description",
      "concept": [
        "data summaries"
      ],
      "topics": [
        "describe",
        "describe,ANY-method",
        "describe-method"
      ]
    },
    {
      "page": "detect",
      "title": "Find Rows/Columns Using a Predicate",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "detect",
        "detect,ANY-method",
        "detect-method"
      ]
    },
    {
      "page": "discard",
      "title": "Remove Rows/Columns Using a Predicate",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "discard",
        "discard,ANY-method",
        "discard-method",
        "discard_columns",
        "discard_columns,ANY-method",
        "discard_columns-method",
        "discard_rows",
        "discard_rows,ANY-method",
        "discard_rows-method"
      ]
    },
    {
      "page": "get",
      "title": "Get Rows/Columns by Name",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "get",
        "get_columns",
        "get_columns,ANY-method",
        "get_columns-method",
        "get_rows",
        "get_rows,ANY-method",
        "get_rows-method"
      ]
    },
    {
      "page": "interval_credible",
      "title": "Bayesian Credible Interval",
      "concept": [
        "summary statistics"
      ],
      "topics": [
        "interval_credible",
        "interval_credible,numeric-method",
        "interval_credible-method"
      ]
    },
    {
      "page": "interval_hdr",
      "title": "Highest Density Regions",
      "concept": [
        "summary statistics"
      ],
      "topics": [
        "interval_hdr",
        "interval_hdr,numeric,missing-method",
        "interval_hdr,numeric,numeric-method",
        "interval_hdr-method"
      ]
    },
    {
      "page": "is_scalar",
      "title": "Scalar Type Predicates",
      "concept": [
        "predicates"
      ],
      "topics": [
        "is_scalar",
        "is_scalar_atomic",
        "is_scalar_character",
        "is_scalar_double",
        "is_scalar_integer",
        "is_scalar_list",
        "is_scalar_logical",
        "is_scalar_numeric",
        "is_scalar_vector"
      ]
    },
    {
      "page": "jackknife",
      "title": "Jackknife Estimation",
      "concept": [
        "resampling methods"
      ],
      "topics": [
        "jackknife",
        "jackknife,numeric-method",
        "jackknife-method"
      ]
    },
    {
      "page": "keep",
      "title": "Keep Rows/Columns Using a Predicate",
      "concept": [
        "data preparation tools"
      ],
      "topics": [
        "keep",
        "keep,ANY-method",
        "keep-method",
        "keep_columns",
        "keep_columns,ANY-method",
        "keep_columns-method",
        "keep_rows",
        "keep_rows,ANY-method",
        "keep_rows-method"
      ]
    },
    {
      "page": "math_gcd",
      "title": "Greatest Common Divisor",
      "concept": [
        "mathematic functions"
      ],
      "topics": [
        "math_gcd",
        "math_gcd,numeric,numeric-method",
        "math_gcd-method"
      ]
    },
    {
      "page": "math_lcm",
      "title": "Least Common Multiple",
      "concept": [
        "mathematic functions"
      ],
      "topics": [
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