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I need to export all my Lead data from Salesforce(CRM) to CSV file.Basically i need a back-up file of my lead data, including Open activities,activity history and campaign history.

Can it be, possible through Data Export? if there's any other way, please guide me.

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From the GUI tools, this will require multiple file exports - then join the data together outside of the platform on the necessary ID fields.

I would look to use the data loader tool rather than the data export, you will need the following permissions to use this effectively (if not admin already).

Instructions on data loader can be found here:

https://help.salesforce.com/articleView?id=installing_the_data_loader.htm

Alternatively, the Mulesoft product, dataloader.io is also pretty good - i find myself using this for simple data export tasks.

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