autodb-package

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 Alteryx's
AutoNormalize Python library (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.

internal

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.

Mark Webster

autodb

Automatic Database Normalisation for Data Frames

autodb-package function

Maintainer: Mark Webster <a href="/link/markwebster204%40yahoo.co.uk?package=autodb&version=2.3.1" data-mini-rdoc="autodb::markwebster204@yahoo.co.uk">markwebster204@yahoo.co.uk</a> (<a href="https://orcid.org/0000-0002-3351-0686">ORCID</a>)

Author

Database-style normalisation for data.frames — autodb-package

Maintainer: Mark Webster <a href='mailto:markwebster204@yahoo.co.uk'>markwebster204@yahoo.co.uk</a> (<a href='https://orcid.org/0000-0002-3351-0686'>ORCID</a>)

autodb-package: Database-style normalisation for data.frames

Description

Arguments

Author

See Also