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Can we fetch multiple object records using Data loader ?

I want to fetch Account, Contact and Opportunity records. Is it possible to fetch multiple object records at a time?
If not possible then how can we move the related object from one org to another.
Through data loader you can only extract data of one object at a time. You can use 'Data Export' wizard of salesforce to extract data from multiple objects at a time.

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