Quick Overview

This question evaluates proficiency in SQL-based data manipulation and temporal reasoning, specifically the ability to correlate membership periods with transaction records using relational operations.

List Transactions During Active 'Gold' Membership Period

Company: Robinhood

Role: Data Scientist

Category: Data Manipulation (SQL/Python)

Difficulty: medium

Interview Round: Technical Screen

customer_profile +-------------+----------------+--------------------+-------------------+ | customer_id | membership_type| membership_start_date| membership_end_date| +-------------+----------------+--------------------+-------------------+ | 101 | Gold | 2023-01-01 | 2023-12-31 | | 102 | Silver | 2023-02-15 | 2023-08-15 | | 103 | Gold | 2023-03-01 | 2023-09-01 | +-------------+----------------+--------------------+-------------------+ ​ transactions +---------------+-------------+-----------------+--------+ | transaction_id| customer_id | transaction_date| amount | +---------------+-------------+-----------------+--------+ | 1001 | 101 | 2023-03-10 | 120.00 | | 1002 | 102 | 2023-09-01 | 50.00 | | 1003 | 103 | 2023-05-05 | 300.00 | +---------------+-------------+-----------------+--------+ ##### Scenario Fintech platform wants to list every transaction that occurred while a customer’s specific membership tier was active. ##### Question Given tables customer_profile (customer_id, membership_type, membership_start_date, membership_end_date) and transactions (transaction_id, customer_id, transaction_date, amount), write a SQL query that returns all transactions that happened during the customer’s active 'Gold' membership period. ##### Hints Join on customer_id, filter membership_type, date between start and end (inclusive).

Quick Answer: This question evaluates proficiency in SQL-based data manipulation and temporal reasoning, specifically the ability to correlate membership periods with transaction records using relational operations.

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