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Data Interview Question

Decline in User Engagement

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Requirements Clarification & Assessment

  1. Understanding the Metrics

    • Clarify whether the average comments per user metric includes all users or only those who have left a comment.
    • Determine if the metric is calculated weekly and if it accounts for active versus inactive users.
  2. User Segmentation

    • Identify if the data is segmented by user demographics, onboarding date, or other relevant factors.
    • Understand if there are different types of users based on engagement levels or acquisition channels.
  3. Funnel Analysis

    • Clarify the user journey from account creation to commenting.
    • Identify potential friction points in the user journey that could impact engagement.
  4. External Factors

    • Assess if there were any changes in the platform's user interface, features, or policies that could affect user engagement.
    • Consider external factors such as market conditions, competitor actions, or cultural trends in the new urban area.
  5. Historical Data Comparison

    • Determine if similar trends were observed in other regions when the platform was first launched.
    • Compare the current data with historical data to identify patterns or anomalies.