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autodb: Automatic Database Normalisation for Data Frames
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.
Getting started
Browse package contents
Package details |
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| Author | Mark Webster [aut, cre] (<https://orcid.org/0000-0002-3351-0686>) |
| Maintainer | Mark Webster <markwebster204@yahoo.co.uk> |
| License | BSD_3_clause + file LICENSE |
| Version | 2.3.1 |
| URL | https://charnelmouse.github.io/autodb/ https://github.com/CharnelMouse/autodb |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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