Do document oriented databases need more space because they have to save all the keys?

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I want to use a document oriented database for saving statistics (big data) and want to know if this is a good idea.

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Gaurav Singh On

Yes relational database takes more space than nosql database but mostly because NOSQL uses non normalized schema design.