I would model the schema as a UML class diagram. Class diagrams are not specifically aimed at relational databases, but rather at object oriented environments. In my opinion, MongoDB conceptually matches UML better than a relational database. The question you refer to provides more information about how to use UML for MongoDB. DeZign provides the database designers with an effective tool to create ER diagrams and to generate schema scripts. It's an excellent tool, especially for database programmers who want to consider database designing as the next step in their professional development.
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