Other packages > Find by keyword >

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", "3.3.1")



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: 2025-06-25
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:
(2026-08-21 15:41), 2.3.1 (2025-03-19 13:40), 3.0.0 (2025-06-25 23:40), 3.1.0 (2025-09-18 10:10), 3.2.4 (2025-11-17 22:40), 3.3.0 (2026-08-04 00:20)
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

metafor  
Meta-Analysis Package for R
A comprehensive collection of functions for conducting meta-analyses in R. The package includes func ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
colorfindr  
Extract Colors from Windows BMP, JPEG, PNG, TIFF, and SVG Format Images
Extracts colors from various image types, returns customized reports and plots treemaps and 3D scat ...
Download / Learn more Package Citations See dependency  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
dineR  
Differential Network Estimation in R
An efficient and convenient set of functions to perform differential network estimation through the ...
Download / Learn more Package Citations See dependency  
abc.data  
Data Only: Tools for Approximate Bayesian Computation (ABC)
Contains data which are used by functions of the 'abc' package. ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA