refinr: Cluster and Merge Similar Values Within a Character Vector

In refinr: Cluster and Merge Similar Values Within a Character Vector

Cluster and Merge Similar Values Within a Character Vector

Description

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.

Documentation for Open Refine

• Open Refine Site https://openrefine.org/

• Details on Open Refine clustering algorithms https://openrefine.org/docs/technical-reference/clustering-in-depth

Development links

• https://github.com/ChrisMuir/refinr

• Report bugs at https://github.com/ChrisMuir/refinr/issues

refinr features the following functions

• key_collision_merge

• n_gram_merge

Author(s)

Maintainer: Chris Muir [e-mail]

See Also

Useful links:

• https://github.com/ChrisMuir/refinr

• Report bugs at https://github.com/ChrisMuir/refinr/issues

refinr documentation built on Nov. 13, 2023, 1:09 a.m.