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iPhylo

Rants, raves (and occasionally considered opinions) on phyloinformatics, taxonomy, and biodiversity informatics. For more ranty and less considered opinions, see my Twitter feed.ISSN 2051-8188. Written content on this site is licensed under a Creative Commons Attribution 4.0 International license.
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Google Refine is an elegant tool for data cleaning. One of its most powerful features is the ability to call "Reconciliation Services" to help clean data, for example by matching names to external identifiers. Google Refine comes with the ability to use Freebase reconciliation services, but you can also add external services.