Analyze Pirated Theme Usage

Quick Overview

This question evaluates competency in temporal data manipulation, interval-overlap logic, aggregations and joins to calculate monthly usage metrics and estimate revenue impact from pirated theme installations on an e-commerce theme platform.

Analyze Pirated Theme Usage

Company: Shopify

Role: Data Scientist

Category: Data Manipulation (SQL/Python)

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates competency in temporal data manipulation, interval-overlap logic, aggregations and joins to calculate monthly usage metrics and estimate revenue impact from pirated theme installations on an e-commerce theme platform.

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May 23, 2026
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