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Data Interview Question

Comment Threading on User Engagement

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Requirements Clarification & Assessment

  1. Objective of the Feature:

    • Understand the primary goal of introducing threaded comments in Facebook Groups. Is it to increase overall engagement, improve user experience, or both?
    • Determine if the focus is solely on group posts or if it extends to other areas of Facebook.
  2. Metrics of Interest:

    • Clarify the definition of key metrics such as "comments per user" and "posts per user". Are these metrics measured per group, per user, or overall?
    • Confirm the timeframe for measuring the 10% increase in comments and 2% decrease in posts.
  3. User Engagement:

    • Identify the target user base for this feature. Are all users within a group affected, or is it a selective rollout?
    • Understand the current engagement patterns within groups to establish a baseline.
  4. External Factors:

    • Investigate if there are any seasonal trends or external factors that could influence user engagement independently of the feature.
    • Examine if any other concurrent changes on the platform could affect user behavior.