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If you know the one H1Ber in Alaska, you now know their salary.


THIS IS WHERE YOU NEED ANONYMITIZATION.


How do you retain the ability to filter and anonymize a single data point result?


you remove the data entirely and lump it into "other". I guess states or entities with less than 5 occurrences should be categorized as other.


5 seems fairly arbitrary. If all 5 are almost the same then you are back in the same boat, no? If all data points for a given filter are substantially the same you still run into the same issue.




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