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I manage multiple Shopify stores and I am developing an app to retrieve Shopify reports. My goal is to ensure that the reports generated match exactly with the ones provided by Shopify.

I have already attempted to fetch data using Shopify's GraphQL API and aggregate it manually. However, I have encountered discrepancies, and the data is not 100% accurate.

Is there an alternative approach, such as creating a custom Shopify app or utilizing another method, to obtain accurate reports?

Reports example

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