Rank Customers With Window SQL | Dataford Interview Questions

Your question is Rank Customers With Window SQL. Start with the requirements and the two tables on the right.

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Problem

Citadel Data Platform needs a regional view of customer purchase activity for the first quarter of 2025. Write a PostgreSQL query that aggregates qualifying purchases and ranks customers within their region.

Requirements

Include only active customers with a non-null region.
Sum only purchases with status = 'completed' and a purchase_date from 2025-01-01 inclusive through 2025-03-31 inclusive.
Include customers with no qualifying purchases, assigning them a total of zero.
Use RANK() partitioned by region and order the final results by region, rank, and customer ID.

Schema

customers

Column	Type	Description
customer_idPK	INT	Unique customer identifier
customer_name	VARCHAR(100)	Customer display name
region	VARCHAR(50)	Customer geographic region
is_active	BOOLEAN	Whether the customer is currently active

purchases

Column	Type	Description
purchase_idPK	INT	Unique purchase identifier
customer_id	INT	Customer associated with the purchase
purchase_date	DATE	Date on which the purchase was recorded
purchase_amount	NUMERIC(12,2)	Monetary value of the purchase
status	VARCHAR(20)	Purchase processing status