Package: lupa
Title: Data Profiling and Quality Measurement
Version: 0.1.0
Authors@R: 
    c(
      person("Sebastián", "Lucas", , "sebalucas@gmail.com", role = c("aut", "cre"),
             comment = c(ORCID = "0009-0009-9068-0276")),
      person("Robyn", "Speer", role = "cph",
             comment = "encoding-repair design and character tables, from ftfy 6.3.1"),
      person("Nicholas", "Tierney", role = "cph",
             comment = "missing-value sentinel vectors, from naniar 1.1.0"),
      person("Di", "Cook", role = "cph",
             comment = "missing-value sentinel vectors, from naniar 1.1.0"),
      person("Miles", "McBain", role = "cph",
             comment = "missing-value sentinel vectors, from naniar 1.1.0"),
      person("Colin", "Fay", role = "cph",
             comment = "missing-value sentinel vectors, from naniar 1.1.0")
    )
Description: Provides general-purpose data profiling and quality
        analysis for tabular data. Discovers structural patterns,
        implicit types, mixed date formats and reusable findings about
        potential data issues. Defines quality frameworks with
        user-declared dimensions and factors, reusable metrics with
        explicit granularity, typed aggregation, evaluation profiles,
        versioned histories, structural drift detection, and
        self-contained HyperText Markup Language reports without
        external rendering software. Produces editable cleaning plans
        and applies only explicitly selected actions while retaining an
        audit log. Includes bounded value distributions, quantiles,
        mixed-type associations, temporal regularity checks, and
        confirmable measurement-scale proposals. The general model
        follows the data-quality lineage described by Batini and
        Scannapieco (2016) <doi:10.1007/978-3-319-24106-7>. The package
        ships a traceable implementation of the Data Quality Management
        Framework for Digital Government, version 1.6, published by the
        Agency for Electronic Government and the Information and
        Knowledge Society (AGESIC) (2020)
        <https://www.gub.uy/agencia-gobierno-electronico-sociedad-informacion-conocimiento/>,
        and an optional taxonomy of the fifteen characteristics in the
        International Organization for Standardization and
        International Electrotechnical Commission standard ISO/IEC
        25012:2008 <https://www.iso.org/standard/35736.html>. It also
        includes the four levels and nineteen principles of the United
        Nations national quality assurance framework, adapted for Latin
        America and the Caribbean by the Statistical Conference of the
        Americas (CEA) of the Economic Commission for Latin America and
        the Caribbean (CEPAL), based on the United Nations manual
        (2019) <https://unstats.un.org/unsd/methodology/dataquality/>
        and the regional guide (2022)
        <https://repositorio.cepal.org/handle/11362/47464>.
License: GPL-3
URL: https://github.com/sebollin/lupa, https://sebollin.github.io/lupa/
BugReports: https://github.com/sebollin/lupa/issues
Encoding: UTF-8
Language: es
LazyData: true
Roxygen: list(markdown = TRUE)
Depends: R (>= 4.1.0)
Imports: cli (>= 3.0.0), data.table
Suggests: bit64, covr, DBI, duckdb, jsonlite, knitr, rmarkdown,
        RPostgres, RSQLite, sf, stringdist, stringi, testthat (>=
        3.1.7), tibble, units
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.0.0
Repository: https://sebollin.r-universe.dev
Date/Publication: 2026-10-14 04:12:26 UTC
RemoteUrl: https://github.com/sebollin/lupa
RemoteRef: HEAD
RemoteSha: 8e95a3eccb73ab05042565c1921131d7b0a8d186
NeedsCompilation: no
Packaged: 2026-10-14 07:53:34 UTC; root
Author: Sebastián Lucas [aut, cre] (ORCID:
    <https://orcid.org/0009-0009-9068-0276>),
  Robyn Speer [cph] (encoding-repair design and character tables, from
    ftfy 6.3.1),
  Nicholas Tierney [cph] (missing-value sentinel vectors, from naniar
    1.1.0),
  Di Cook [cph] (missing-value sentinel vectors, from naniar 1.1.0),
  Miles McBain [cph] (missing-value sentinel vectors, from naniar 1.1.0),
  Colin Fay [cph] (missing-value sentinel vectors, from naniar 1.1.0)
Maintainer: Sebastián Lucas <sebalucas@gmail.com>