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We built a similar tool, utilizing a CNN. It works on structured (and unstructured) data and provides additional info.

https://github.com/capitalone/DataProfiler

Cool part, is you can “extend” the intern name-entity recognition model by refitting with the new data.

Out if the box, the DataProfiler does something like 18 entities including most of the PII dada.




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