We built a similar tool, utilizing a CNN. It works on structured (and unstructured) data and provides additional info. https://github.com/capitalone/DataProfil

We built a similar tool, utilizing a CNN. It works on structured (and unstructured) data and provides additional info. https://github.com/capitalone/DataProfiler 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.