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autodb  

Automatic Database Normalisation for Data Frames
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", "2.3.1")



Attach the package and use:
library("autodb")
Maintained by
Mark Webster
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-19
Latest Update: 2025-03-19
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 2.3.1, https://cran.r-project.org/web/packages/autodb. Accessed 19 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited autodb R package
View autodb citation profile
Other R packages that autodb depends, imports, suggests or enhances
Complete documentation for autodb
Functions, R codes and Examples using the autodb R package
Full autodb package functions and examples
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