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First-Order Item Then Churn
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First-Order Item Then Churn

MediumSQL · PostgreSQL

Problem

Write a SQL query to identify customers who purchased a specific menu item in their first order but have not returned to make a purchase in the last 30 days.

For this exercise, use Big Mac as the specific menu item and evaluate recency relative to CURRENT_DATE.

Output

  1. Return one row per qualifying customer.
  2. Include customer_id, customer_name, first_order_date, and last_order_date.
  3. Exclude customers with a purchase on or after the date 30 days before CURRENT_DATE.
  4. Order by customer_id ascending.

Schema

customers
ColumnTypeDescription
customer_idPKINTUnique customer identifier
customer_nameVARCHAR(100)Customer's display name
orders
ColumnTypeDescription
order_idPKINTUnique order identifier
customer_idINTCustomer who placed the order
order_dateDATEDate the order was placed
order_items
ColumnTypeDescription
order_item_idPKINTUnique order-line identifier
order_idINTRelated order
menu_item_idINTPurchased menu item
quantityINTQuantity purchased
menu_items
ColumnTypeDescription
menu_item_idPKINTUnique menu item identifier
menu_item_nameVARCHAR(100)Menu item name
Tablescustomersordersorder_itemsmenu_items
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