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How to generate dashboard report for one customer using customer ID?

We're trying to isolate the following variables for each customer.

Total revenue
Total refunds
Total net revenue
Total taxes
# of outstanding invoices
Total outstanding invoice amounts

We used to run this report in Waveapps. It's essential for managing customer accounts.
 
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