I have not been faced with it yet, but this is what I think (very superficial and simple imho)
If you have an important value type of storage and use all the main lookups you use, NOSQL solution, if you want a lookup based on values (and subvolumes) or some more complex As you would go for a relational solution transaction = Relational (it is also not certain if the nosql solution supports this assumption so far) also looks like NOSQL = denormalized (SQL) (I could be mistakenly wrong here)
In general, any principles / guidelines / thumb rules for deciding to choose a data model for your application. There are several factors to select DB implementation, some of which are:
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