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Data Interview Question

Decline in User Engagement

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Requirements Clarification & Assessment

  1. Define Daily Active Users (DAU):

    • Clarify what actions qualify a user as "active." Is it logging in, watching a video, or interacting with a specific feature?
    • Determine if DAU includes both new and returning users.
  2. Contextualize the 5% Decline:

    • Confirm if the decline is sudden or gradual.
    • Understand the timeframe of the decline; compare current DAU with historical data (last week, month, year).
  3. Identify Segments Affected:

    • Determine if the decline affects all user segments or specific groups (e.g., geographic regions, device types).
    • Analyze if certain user behaviors or demographics are more impacted.
  4. Investigate Product Changes:

    • Review recent updates to the product, including UI changes, new features, and bug fixes.
    • Check for any changes in related products or services that could impact DAU.
  5. Evaluate External Factors:

    • Consider competitive actions, market shifts, or seasonal events that may influence user engagement.
    • Assess potential technical issues like server downtime or third-party service disruptions.