You need a better way to manage entities and the messy, changing data from which they are derived. Here’s how UML — Unified Modeling Language can help you visualize your conceptual model.
Unified Modeling Language (UML) helps to visually depict your model for greater clarity and can feed into MarkLogic’s Entity Services providing a low-effort means to model-driven data management in MarkLogic.
In the new Gartner 2017 Magic Quadrant for Operational Database Management Systems (ODMS), MarkLogic is recognized as a Challenger, achieving the highest placement in the Challenger quadrant for ability to execute and furthest for completeness of vision.
The common approach to mitigate linkage attacks is to anonymize data before exporting by removing PII-personally identifiable information such as ID, phones, etc. Unfortunately, this is not enough.