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It could be an incorrect MIME type, for that you can try adding:
AddType application/ms-excel .csv
To your .htaccess file within root and see if that makes a difference.
However, the CSV file should not remain after the download has started so as the above link continues to work it looks like there are more issues.
Which version of Event Espresso 4 are you using?
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