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Data Interview Question

Identifying Repeat Users

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Requirements Clarification & Assessment

Clarifying Questions:

  • Business Goal: What is the primary objective of identifying repeat users? Are we looking to enhance user engagement, target specific user groups with tailored features, or reduce churn?
  • Product Scope: Are we focusing on a specific Meta product like Facebook, Instagram, or WhatsApp, or are we considering all platforms collectively?
  • Definitions: How do we define an inactive user versus a returning user? Are these definitions based on login frequency, session duration, or specific interactions (like comments or likes)?
  • Timeframe: What is the timeframe for tracking user activity? Are we looking at daily, weekly, or monthly metrics?

Assumptions:

  • We will consider all Meta platforms to align with the company's holistic approach to user engagement.
  • Users are identified by unique identifiers such as user IDs or email addresses.
  • Inactivity is defined as minimal interaction or session duration over a specified period.
  • Returning users are those who resume activity after a period of inactivity.