![]() ![]() Read about it on Source Knight-Mozilla OpenNews. This means that individual files are broken down into segments and those segments are examined for commonality. file-level dedupe), we are typically referring to subfile-level deduplication. csvdedupeĬommand line tool for de-duplicating and linking CSV files. When the term deduplication, also referred to as data dedupe or data deduping, is used without any qualifiers (e.g. Check out this blogpost,Ī YouTube video on how to use Dedupe with Python and a Youtube video on how to apply Dedupe at scale using Spark. It provides a step-by-step wizard for uploading your data, setting up a model, training, clustering and reviewing the results.ĭedupe.io also supports record linkage across data sources and continuous matching and training through an API.įor more, see the Dedupe.io product site, tutorials on how to use it, and differences between it and the dedupe library.ĭedupe is well adopted by the Python community. Tools built with dedupe Dedupe.ioĪ cloud service powered by the dedupe library for de-duplicating and finding matches in your data. Read more about pricing and available services here. We're limited by the uplink speeds of the remote sites (most are 768 Kbps ADSL, some are 10 Mbps E10, some are 100 Mbps E100, a few are gigabit fibre), but still manage to get over 250 Mbps of traffic through. If you or your organization would like professional assistance in working with the dedupe library, Dedupe.io LLC offers consulting services. We use dedupe on our backups boxes, that do rsync backups for 150-odd servers each night, in under 14 hours. Mailing list: !forum/open-source-deduplication.take a database of campaign contributions and figure out which ones were made by the same person, even if the names were entered slightly differently for each recordĭedupe takes in human training data and comes up with the best rules for your dataset to quickly and automatically find similar records, even with very large databases. ![]() link a list with customer information to another with order history, even without unique customer IDs.remove duplicate entries from a spreadsheet of names and addresses.Dedupe is a python library that uses machine learning to perform fuzzy matching, deduplication and entity resolution quickly on structured data. ![]()
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