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Data Interview Question

Impact of a New Alert System

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Requirements Clarification & Assessment

  1. Clarify the Problem

    • Understand the exact nature of the problem: a 15% decrease in the acceptance rate of friend requests post-introduction of a new alert system.
    • Determine if this drop is consistent across all user segments or specific to certain demographics.
    • Confirm if the decline is sudden or gradual and whether it coincides directly with the alert system's launch.
  2. Identify Data Sources

    • Collect historical data on friend request acceptance rates before and after the alert system's implementation.
    • Gather user engagement metrics to see if there is a broader impact on user activity.
    • Obtain user feedback through surveys or direct communication channels to understand user sentiment.
  3. Clarification Questions

    • When exactly was the new alert system launched?
    • Are there any other changes within the platform that could have influenced this metric?
    • Has the new system been rolled out globally, or are there regions with the old system still in place?
  4. Define the Scope of Analysis

    • Determine whether the analysis should focus solely on the alert system or include other potential influencing factors such as seasonal trends or external events.
    • Identify if there are specific user segments (e.g., age, geographic location) that are more affected than others.