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Data Interview Question

Dormant Netflix Accounts

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Requirements Clarification & Assessment

  1. Clarify the Definition of Dormant Users:

    • Are these users subscribed and paying, or do they include trial users?
    • Does inactivity mean not logging in at all, or logging in without watching content?
  2. Understand the Business Context:

    • What percentage does 1 million represent of the total user base?
    • Is this inactivity a new trend or part of a cyclical pattern?
    • What is the business goal: to increase retention, improve engagement, or reduce churn?
  3. Data Requirements:

    • Access to user demographics, account tenure, and engagement metrics.
    • Information on historical activity patterns and content preferences.
    • Insights into any recent changes in the Netflix platform or external market factors.
  4. Technical Considerations:

    • Ensure data pipelines are functioning correctly to avoid false inactivity signals.
    • Consider potential technical issues affecting user experience, such as login problems or streaming interruptions.