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The OOTB Report that sharepoint reporting feature provides is not helpful as it is a one time thing. I want the custom code to get the count of the document dowload.

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Try turning on auditing and you can write a custom report that queries the audit log for the data you need. Or you can run your own report and sift through it in excel.

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