Automatic Database Normalisation for Data Frames R package autodb version 3.3.0 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. Software Depends: R (>= 4.1.0) Suggests: rlang, spelling, DiagrammeR (>= 1.0.7), testthat (>= 3.3.0), R.utils (>= 2.11.0), hedgehog (>= 0.1), tibble (>= 3.2.1), jsonlite(>= 2.0.0), knitr, rmarkdown Mark Webster <markwebster204@yahoo.co.uk> Comprehensive R Archive Network (CRAN) Mark Webster [aut, cre] (ORCID: <https://orcid.org/0000-0002-3351-0686>) BSD_3_clause + file LICENSE (https://CRAN.R-project.org/package=autodb/LICENSE) 2026-08-03 application/tgz https://CRAN.R-project.org/package=autodb doi:10.32614/CRAN.package.autodb en-GB