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Sure, I'd be happy to help! Based on the information you provided, here is a SQL query that will show you the total revenue by state of customer: ``` SELECT state, SUM(units_purchased * unit_price) AS revenue FROM customers JOIN orders ON customers.cust_id = orders.cust_id JOIN products ON orders.prod_id = products.prod_id GROUP BY state ``` Let me explain the query: 1. `SELECT state, SUM(units_purchased * unit_price) AS revenue`: We select two columns: `state` and `revenue`. The `state` column is the state of the customer, and the `revenue` column is the total revenue for that state. 2. `FROM customers`: We start by joining the `customers` table. 3. `JOIN orders ON customers.cust_id = orders.cust_id`: We join the `orders` table on the `cust_id` column. 4. `JOIN products ON orders.prod_id = products.prod_id`: We join the `products` table on the `prod_id` column. 5. `GROUP BY state`: We group the results by the `state` column. The query will return a table with two columns: `state` and `revenue`. The `revenue` column will have the total revenue for each state. Note that this query assumes that the state is stored in the `home_address_state` column of the `customers` table. If the state is stored in a different column, you'll need to adjust the query accordingly. I hope this helps! Let me know if you have any questions or need further assistance.

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