Cleaning data without losing valuable information

247digitize

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Aug 22, 2025
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Our team at 247Digitize provides outsource data cleansing services, and we’ve learned that data cleaning isn’t about deleting — it’s about preserving context. Some outdated records still help build historical insights. That’s why we manually inspect entries before removal or correction.

For data professionals here — how do you decide when to update versus delete? Do you run scheduled audits, or clean data reactively when issues arise?

Do the comments your best thoughts below.