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Discover LudwigThe phrase "sanitize the data" is correct and usable in written English.
It is typically used in contexts involving data processing, where it refers to the process of cleaning or removing sensitive information from data sets.
Example: "Before sharing the results, we need to sanitize the data to ensure that no personal information is exposed."
Alternatives: "clean the data" or "purify the data."
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Yet critics say the new consumer site omits so many details about Acxiom's data-gathering and analysis practices that it sanitizes the data mining behind data-driven marketing.
Unfortunately, organizations sometimes overshare data or do not sanitize the materials published.
Drain some of the sanitizing water through the spigot to sanitize the spigot.
Don't sanitize the news.
For example, after I cut the meat, I was required to sanitize the knives.
Sanitize the bottles.
Sanitize the fermenter bucket.
Bonin said there were no plans to sanitize the boardwalk.
The professor is not compelled to sanitize the curriculum.
Sanitize the post.
Sanitize the floor.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com