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DESCRIPTION
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DESCRIPTION
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Package: autodb
Title: Automatic database normalisation for data frames
Version: 2.0.0.9000
Authors@R:
person(
"Mark",
"Webster",
email = "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-3351-0686")
)
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 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.
License: BSD_3_clause + file LICENSE
Encoding: UTF-8
Language: en-gb
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.2
Depends:
R (>= 4.1.0)
Imports:
rlang
Suggests:
DiagrammeR (>= 1.0.7),
testthat (>= 3.1.4),
R.utils (>= 2.11.0),
hedgehog (>= 0.1),
tibble(>= 3.2.1),
knitr,
rmarkdown
VignetteBuilder: knitr
LazyData: true
URL: https://charnelmouse.github.io/autodb/, https://github.com/CharnelMouse/autodb
BugReports: https://github.com/CharnelMouse/autodb/issues