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Data Interview Question

Instagram Stories Feature Update

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Requirements Clarification & Assessment

  1. Define the Problem:

    • Understand the nature of the modification to the Stories feature.
    • Clarify the observed decrease in engagement among new users and increase among seasoned users.
  2. Engagement Metrics:

    • Determine what constitutes engagement (e.g., views, interactions, time spent).
    • Quantify the change in engagement for both new and seasoned users.
  3. User Segmentation:

    • Define what constitutes a "new user" (e.g., account age, activity level).
    • Identify demographic information (age, location, device) for both user groups.
  4. Time Frame:

    • Establish the time period over which changes in engagement have been observed.
    • Determine if the observation period is sufficient to account for the novelty effect.
  5. Business Objectives:

    • Align the feature update with Instagram's broader business goals (e.g., increasing user engagement, boosting revenue).
    • Assess the importance of new user acquisition versus retaining seasoned users.
  6. Technical Considerations:

    • Investigate potential technical issues (e.g., app version discrepancies, bugs) that may affect engagement.
    • Ensure data reliability and consistency across user cohorts.