Automatic normalisation of a data frame to third normal form, with the intention of easing the process of data cleaning. (Usage to design your actual database for you is not advised.) Originally inspired by the 'AutoNormalize' library for 'Python' by 'Alteryx' (<https://github.com/alteryx/autonormalize>), with various changes and improvements. Automatic discovery of functional or approximate dependencies, normalisation based on those, and plotting of the resulting "database" via 'Graphviz', with options to exclude some attributes at discovery time, or remove discovered dependencies at normalisation time.
Version: 3.0.0 Depends: R (≥ 4.1.0) Suggests: rlang, spelling, DiagrammeR (≥ 1.0.7), testthat (≥ 3.1.4), R.utils (≥ 2.11.0), hedgehog (≥ 0.1), tibble (≥ 3.2.1), knitr, rmarkdown Published: 2025-06-25 DOI: 10.32614/CRAN.package.autodb Author: Mark Webster [aut, cre] Maintainer: Mark Webster <markwebster204 at yahoo.co.uk> BugReports: https://github.com/CharnelMouse/autodb/issues License: BSD_3_clause + file LICENSE URL: https://charnelmouse.github.io/autodb/, https://github.com/CharnelMouse/autodb NeedsCompilation: no Language: en-GB Materials: README NEWS CRAN checks: autodb results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=autodb to link to this page.
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