Please follow the instructions below to export the candidates into a CSV file.

Candidates >> Export Candidates 

Select the export type and date range, then click Next.
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Click Export on the next screen. This will export the list into an Excel file.
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Alternatively, you may use the Business Intelligence tool create your own candidate report with the required fields/objects and export it.