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I am using Drupal 8 and I used the Views data export module which handles XML and JSON as exporting formats.

Is there any way to export data in Excel format?

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As an alternative to the module you are using, try the PHPExcel module. Some details about it (from its project page):

The PHPExcel module allows developers to export/import data to/from real Excel files.

The idea behind this module is to have a single module for handling the export or import of Excel files, instead of multiple modules handling specific cases.

The module provides no functionality as-is (the .module file is as good as empty). The phpexcel.inc file must be included to use the export or import functions in your own module.

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You can add another view display that is a download link. It can then be added to your main view using the "Attachment" option.

The download link can then be in either a CSV or Microsoft XLS.

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