How to Solve Find Product Recommendation Pairs Problem
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Find Product Recommendation Pairs
Table: ProductPurchases +-------------+------+ | Column Name | Type | +-------------+------+ | user_id | int | | product_id | int | | quantity | int | +-------------+------+ (user_id, produ...
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Understanding the Find Product Recommendation Pairs Problem
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Problem Statement
Table: ProductPurchases +-------------+------+ | Column Name | Type | +-------------+------+ | user_id | int | | product_id | int | | quantity | int | +-------------+------+ (user_id, product_id) is the unique key for this table. Each row represents a purchase of a product by a user in a specific quantity. Table: ProductInfo +-------------+---------+ | Column Name | Type | +-------------+---------+ | product_id | int | | category | varchar | | price | decimal | +-------------+---------+ product_id is the primary key for this table. Each row assigns a category and price to a product. Amazon wants to implement the Customers who bought this also bought... feature based on co-purchase patterns. Write a solution to : Identify distinct product pairs frequently purchased together by the same customers (where product1_id < product2_id) For each product pair, determine how many customers purchased both products A product pair is considered for recommendation if at least 3 different customers have purchased both products. Return the result table ordered by customer_count in descending order, and in case of a tie, by product1_id in ascending order, and then by product2_id in ascending order. The result format is in the following example.
Find Product Recommendation Pairs
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