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Customer Spending vs Country Average

advanced~12 min35 pts
📊 View Insights

Problem

The marketing team wants to identify above-average spenders within each country to target premium campaigns. Compare each customer's total spending against their country's average.

Schema: Customer

ColumnType
CustomerIdINTEGER (Primary Key)
FirstNameTEXT
LastNameTEXT
CompanyTEXT
AddressTEXT
CityTEXT
StateTEXT
CountryTEXT
PostalCodeTEXT
PhoneTEXT
FaxTEXT
EmailTEXT
SupportRepIdINTEGER (Foreign Key → Employee.EmployeeId)

Schema: Invoice

ColumnType
InvoiceIdINTEGER (Primary Key)
CustomerIdINTEGER (Foreign Key → Customer.CustomerId)
InvoiceDateTIMESTAMP
BillingAddressTEXT
BillingCityTEXT
BillingStateTEXT
BillingCountryTEXT
BillingPostalCodeTEXT
TotalNUMERIC(10,2)

Requirements:

  • Use multiple CTEs: one for customer totals, one for country averages
  • Return CustomerName (FirstName + LastName), Country, TotalSpent, CountryAvg, Difference
  • Only include customers who spent MORE than their country average
  • Order by Difference descending, limit to 15
CTEMultiple CTEsJOINaggregationAVG
📊
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Topfolio

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company

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