
Regular Expressions for Data Cleansing: Complete Regex Guide
Try regex before applying it to your data. Use the free online regex tester to experiment with patterns and sample values, then...
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WinPure Resources
Practical guidance on data cleansing, matching, and identity resolution - from the team building the tools.

Try regex before applying it to your data. Use the free online regex tester to experiment with patterns and sample values, then...
Read more
Deploy Enterprise Data Quality Software Securely Within Your Own AWS Environment Deploy WinPure Clean & Match Enterprise directly from AWS Marketplace and...
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If you've ever received the same marketing email more than once, there's a good chance duplicate records played a part. In fact,...
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When does one customer become two? If you've ever compared reports from different applications, you probably know the answer. Sales has one...
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A common challenge in golden record mdm is maintaining a persistent identity for an entity as new records are added over time....
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At first glance, the records look close enough to merge. Dave Smith at Acme Ltd; B. Smith at acme.com; David Smith at...
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There comes a time when spreadsheets or in-house built data deduplication tools no longer work to keep your data clean. With issues...
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Imagine you’re a procurement analyst prepping supplier data for a big ERP upgrade. You expect to find a few duplicates. Instead you...
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For regulated and public sector organizations, data security and sovereignty are non-negotiable. Sensitive data can’t be allowed to leave the network, yet...
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