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autodb
View on CRAN: Click
here
Download and install autodb package within the R console
Install from CRAN:
install.packages("autodb")
Install from Github:
library("remotes")
install_github("cran/autodb") Install by package version:
library("remotes")
install_version("autodb", "3.3.1") Attach the package and use:
library("autodb")
Maintained by
Mark Webster
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-19
Latest Update: 2025-06-25
Description:
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.
How to cite:
Mark Webster (2025). autodb: Automatic Database Normalisation for Data Frames. R package version 3.3.1, https://cran.r-project.org/web/packages/autodb. Accessed 08 Oct. 2026.
Previous versions and publish date:
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