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Data Interview Question

Balancing Social Connections and Engagement

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Requirements Clarification & Assessment

  1. Scope of the Research

    • Is the decrease in posts observed across all users globally, or is it isolated to specific regions or demographics?
    • Does the research include all types of posts, or is it limited to newsfeed posts?
  2. Nature of the Relationship

    • Is the relationship between the number of friends and post frequency linear or does it plateau after a certain threshold?
    • Are there compensatory forms of engagement that offset the decrease in posts, such as increased private messaging?
  3. Purpose of the Feature

    • What are the success metrics for the "People You May Know" (PYMK) feature?
    • How does the feature contribute to the overall ecosystem of Facebook in terms of engagement and retention?
  4. Correlation vs. Causation

    • Are the findings purely correlative, or is there evidence to suggest causation?
  5. User Experience and Privacy

    • What privacy settings are currently available for users when posting content?
    • How does user behavior change with different privacy settings?