{
  "_id": "6a0f7a53acfb0bcc41c63035",
  "Package": "spicy",
  "Title": "Descriptive Statistics, Summary Tables, and Data Management\nTools",
  "Version": "0.12.0.9000",
  "Authors@R": "person(\"Amal\", \"Tawfik\", , \"amal.tawfik@hesav.ch\", role = c(\"aut\", \"cre\", \"cph\"), comment = c(ORCID = \"0009-0006-2422-1555\", ROR = \"04j47fz63\"))",
  "Description": "Provides tabulation, descriptive-summary, and\nvariable-inspection tools for applied data analysis. Frequency\ntables and cross-tabulations with contingency-table association\nmeasures (Cramer's V, Phi, Goodman-Kruskal Gamma, Kendall's\nTau-b, Somers' D, and others); categorical and continuous\nsummary tables; regression coefficient tables for one or more\n'lm' or 'glm' fits side by side; and outcome-by-group\ncomparison tables from linear models with optional additive\ncovariate adjustment. All table outputs follow APA conventions\nand expose 'broom'-compatible 'tidy()' / 'glance()' methods for\ndownstream pipelines. Helpers cover interactive codebooks,\nvariable-label extraction, clipboard export, and row-wise\ndescriptive summaries.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/amaltawfik/spicy/,\nhttps://amaltawfik.github.io/spicy/",
  "BugReports": "https://github.com/amaltawfik/spicy/issues",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "Roxygen": "list(markdown = TRUE)",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "LazyData": "true",
  "Config/roxygen2/version": "8.0.0",
  "Config/pak/sysreqs": "make libicu-dev libx11-dev zlib1g-dev",
  "Repository": "https://amaltawfik.r-universe.dev",
  "Date/Publication": "2026-05-20 23:10:31 UTC",
  "RemoteUrl": "https://github.com/amaltawfik/spicy",
  "RemoteRef": "HEAD",
  "RemoteSha": "2c3b07947f7368d3c48b806a70ee8ec3e1293142",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-21 02:45:21 UTC",
    "User": "root"
  },
  "Author": "Amal Tawfik [aut, cre, cph] (ORCID:\n<https://orcid.org/0009-0006-2422-1555>, ROR:\n<https://ror.org/04j47fz63>)",
  "Maintainer": "Amal Tawfik <amal.tawfik@hesav.ch>",
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  "_created": "2026-05-21T02:45:21.000Z",
  "_published": "2026-05-21T21:34:11.031Z",
  "_distro": "noble",
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    "extra/citation.html",
    "extra/citation.json",
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    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/spicy.html",
    "manual.pdf"
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    "assoc_measures",
    "build_ascii_table",
    "code_book",
    "contingency_coef",
    "copy_clipboard",
    "count_n",
    "cramer_v",
    "cross_tab",
    "freq",
    "gamma_gk",
    "goodman_kruskal_tau",
    "kendall_tau_b",
    "kendall_tau_c",
    "label_from_names",
    "lambda_gk",
    "mean_n",
    "phi",
    "somers_d",
    "spicy_print_table",
    "sum_n",
    "table_categorical",
    "table_continuous",
    "table_continuous_lm",
    "table_regression",
    "uncertainty_coef",
    "varlist",
    "vl",
    "yule_q"
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  "_datasets": [
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      "title": "Simulated social-health survey",
      "object": "sochealth",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "sex",
        "age",
        "age_group",
        "education",
        "social_class",
        "region",
        "employment_status",
        "income_group",
        "income",
        "smoking",
        "physical_activity",
        "dentist_12m",
        "self_rated_health",
        "wellbeing_score",
        "bmi",
        "bmi_category",
        "institutional_trust",
        "political_position",
        "life_sat_health",
        "life_sat_work",
        "life_sat_relationships",
        "life_sat_standard",
        "response_date",
        "weight"
      ],
      "rows": 1200,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "as_structured",
      "title": "Extract the typed (structured) view of a 'spicy_regression_table'",
      "topics": [
        "as_structured"
      ]
    },
    {
      "page": "assoc_measures",
      "title": "Association measures summary table",
      "concept": [
        "association measures"
      ],
      "topics": [
        "assoc_measures"
      ]
    },
    {
      "page": "code_book",
      "title": "Generate an interactive variable codebook",
      "concept": [
        "variable inspection"
      ],
      "topics": [
        "code_book"
      ]
    },
    {
      "page": "contingency_coef",
      "title": "Pearson's contingency coefficient",
      "concept": [
        "association measures"
      ],
      "topics": [
        "contingency_coef"
      ]
    },
    {
      "page": "copy_clipboard",
      "title": "Copy data to the clipboard",
      "topics": [
        "copy_clipboard"
      ]
    },
    {
      "page": "count_n",
      "title": "Row-wise count of specific or special values",
      "concept": [
        "row-wise summaries"
      ],
      "topics": [
        "count_n"
      ]
    },
    {
      "page": "cramer_v",
      "title": "Cramer's V",
      "concept": [
        "association measures"
      ],
      "topics": [
        "cramer_v"
      ]
    },
    {
      "page": "cross_tab",
      "title": "Cross-tabulation",
      "topics": [
        "cross_tab"
      ]
    },
    {
      "page": "freq",
      "title": "Frequency Table",
      "topics": [
        "freq"
      ]
    },
    {
      "page": "gamma_gk",
      "title": "Goodman-Kruskal Gamma",
      "concept": [
        "association measures"
      ],
      "topics": [
        "gamma_gk"
      ]
    },
    {
      "page": "goodman_kruskal_tau",
      "title": "Goodman-Kruskal's Tau",
      "concept": [
        "association measures"
      ],
      "topics": [
        "goodman_kruskal_tau"
      ]
    },
    {
      "page": "kendall_tau_b",
      "title": "Kendall's Tau-b",
      "concept": [
        "association measures"
      ],
      "topics": [
        "kendall_tau_b"
      ]
    },
    {
      "page": "kendall_tau_c",
      "title": "Kendall's Tau-c (Stuart's Tau-c)",
      "concept": [
        "association measures"
      ],
      "topics": [
        "kendall_tau_c"
      ]
    },
    {
      "page": "label_from_names",
      "title": "Derive variable labels from column names name<sep>label",
      "concept": [
        "variable inspection"
      ],
      "topics": [
        "label_from_names"
      ]
    },
    {
      "page": "lambda_gk",
      "title": "Goodman-Kruskal's Lambda",
      "concept": [
        "association measures"
      ],
      "topics": [
        "lambda_gk"
      ]
    },
    {
      "page": "mean_n",
      "title": "Row means with an optional minimum-valid-values rule",
      "concept": [
        "row-wise summaries"
      ],
      "topics": [
        "mean_n"
      ]
    },
    {
      "page": "phi",
      "title": "Phi coefficient",
      "concept": [
        "association measures"
      ],
      "topics": [
        "phi"
      ]
    },
    {
      "page": "sochealth",
      "title": "Simulated social-health survey",
      "topics": [
        "sochealth"
      ]
    },
    {
      "page": "somers_d",
      "title": "Somers' D",
      "concept": [
        "association measures"
      ],
      "topics": [
        "somers_d"
      ]
    },
    {
      "page": "spicy_print_table",
      "title": "Print a spicy-formatted ASCII table",
      "topics": [
        "spicy_print_table"
      ]
    },
    {
      "page": "sum_n",
      "title": "Row sums with an optional minimum-valid-values rule",
      "concept": [
        "row-wise summaries"
      ],
      "topics": [
        "sum_n"
      ]
    },
    {
      "page": "table_categorical",
      "title": "Categorical summary table",
      "concept": [
        "spicy tables"
      ],
      "topics": [
        "table_categorical"
      ]
    },
    {
      "page": "table_continuous",
      "title": "Continuous summary table",
      "concept": [
        "spicy tables"
      ],
      "topics": [
        "table_continuous"
      ]
    },
    {
      "page": "table_continuous_lm",
      "title": "Continuous-outcome linear-model table",
      "concept": [
        "spicy tables"
      ],
      "topics": [
        "table_continuous_lm"
      ]
    },
    {
      "page": "table_regression",
      "title": "Regression coefficient summary table",
      "topics": [
        "table_regression"
      ]
    },
    {
      "page": "uncertainty_coef",
      "title": "Uncertainty Coefficient",
      "concept": [
        "association measures"
      ],
      "topics": [
        "uncertainty_coef"
      ]
    },
    {
      "page": "varlist",
      "title": "Generate a comprehensive summary of the variables",
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        "variable inspection"
      ],
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        "varlist",
        "vl"
      ]
    },
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      "page": "yule_q",
      "title": "Yule's Q",
      "concept": [
        "association measures"
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        "yule_q"
      ]
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      "source": "table-categorical.Rmd",
      "filename": "table-categorical.html",
      "title": "Categorical summary tables in R",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Basic usage",
        "One-way tables",
        "Output formats",
        "gt output",
        "tinytable output",
        "Data frame output",
        "Custom labels",
        "Association measures and confidence intervals",
        "Weighted tables",
        "Handling missing values",
        "Filtering and reordering levels",
        "Formatting options",
        "Decimal alignment",
        "Tidying for downstream pipelines",
        "Exporting to Excel, Word, or clipboard",
        "See also"
      ],
      "created": "2026-03-24 17:23:49",
      "modified": "2026-05-20 22:37:35",
      "commits": 16
    },
    {
      "source": "table-continuous.Rmd",
      "filename": "table-continuous.html",
      "title": "Continuous summary tables in R",
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