wiki:BluePrintDeduplication

Version 2 (modified by Fran Boon, 11 years ago) ( diff )

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Data De-duplication

We often get duplicate data in a system, especially if we do Bulk Imports.

A basic Locations de-duplicator is now in Trunk.

different approaches applied to de-duping different types of data? E.g. de-duping location based data is very different from de-duping peoples names - very different processes may be used, and the workflow may be quite different?

de-duping locations really should involve significant use of maps for context of the two point being checked, perhaps fields showing great-circle distance from each other, and if we have hierarchy polygons available, then performing spatial analysis to see if it is the same town in the same region or two towns that share the same name, but are in different regions? Whereas peoples names may use Soundex, addresses, phone number etc. Document deduping could use SHA1 checksum analysis of the file to detect dupes (e.g. there is a very low probability of two files sharing the same SHA1 hash), and think that an SHA1 hash should be calculated for a document or image file at time of upload.


BluePrints

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