Package: refinr 0.3.3

refinr: Cluster and Merge Similar Values Within a Character Vector

These functions take a character vector as input, identify and cluster similar values, and then merge clusters together so their values become identical. The functions are an implementation of the key collision and ngram fingerprint algorithms from the open source tool Open Refine <https://openrefine.org/>. More info on key collision and ngram fingerprint can be found here <https://openrefine.org/docs/technical-reference/clustering-in-depth>.

Authors:Chris Muir [aut, cre]

refinr_0.3.3.tar.gz
refinr_0.3.3.zip(r-4.7)refinr_0.3.3.zip(r-4.6)refinr_0.3.3.zip(r-4.5)
refinr_0.3.3.tgz(r-4.6-x86_64)refinr_0.3.3.tgz(r-4.6-arm64)refinr_0.3.3.tgz(r-4.5-x86_64)refinr_0.3.3.tgz(r-4.5-arm64)
refinr_0.3.3.tar.gz(r-4.7-arm64)refinr_0.3.3.tar.gz(r-4.7-x86_64)refinr_0.3.3.tar.gz(r-4.6-arm64)refinr_0.3.3.tar.gz(r-4.6-x86_64)
refinr_0.3.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
refinr/json (API)

# Install 'refinr' in R:

install.packages('refinr', repos = c('https://chrismuir.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/chrismuir/refinr/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

approximate-string-matching clustering data-cleaning data-clustering fuzzy-matching ngram openrefine cpp

6.97 score 103 stars 183 scripts 229 downloads 2 exports 3 dependencies

Last updated from:a323b46787. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	161
linux-devel-x86_64	OK	140
source / vignettes	OK	194
linux-release-arm64	OK	130
linux-release-x86_64	OK	175
macos-release-arm64	OK	129
macos-release-x86_64	OK	255
macos-oldrel-arm64	OK	128
macos-oldrel-x86_64	OK	216
windows-devel	OK	141
windows-release	OK	118
windows-oldrel	OK	120
wasm-release	OK	115

Exports:key_collision_merge n_gram_merge

Dependencies:Rcpp stringdist stringi

Intro to refinr

Package Information | key_collision_merge | n_gram_merge | Example Workflow

Rendered fromrefinr-vignette.Rmdusingknitr::rmarkdown

Last update: 2022-04-23
Started: 2018-01-05

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Value merging based on Key Collision	key_collision_merge
Value merging based on ngram fingerprints	n_gram_merge
Cluster and Merge Similar Values Within a Character Vector	refinr-package refinr