You must have the relevant Shopify account permissions to follow the instructions on this page. Check Shopify Help Center for more information.
How to Install Power BI Connector for Shopify
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Go to the Power BI Connector product page on the Shopify app store, and then select Install.
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Expand the View personal data and View store data sections, read all details, and then select Install.
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Select a preferable subscription plan, and then select Subscribe.
The payment will be charged after a 14-day free trial period.
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Select payment method, and then select Approve.
Now you can start using Power BI Connector for Shopify.
How to Uninstall Power BI Connector for Shopify
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Being on the home page of your Shopify store, select Apps.
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Select ⚙️ Apps and sales channel settings.
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Select the Action panel (…), and then select Uninstall.
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Select Uninstall.