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Data Interview Question

Decline in Youth Engagement

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Requirements Clarification & Assessment

  • Definition of "Young Users":

    • Clarify the age range considered as "young users." Typically, this might include users aged 12-18 or 18-25. However, the exact age range may vary based on internal definitions or market research.
  • Understanding "Losing Users":

    • Determine whether losing users refers to a decrease in engagement, an increase in churn rate, or a decrease in new user sign-ups.
  • Source of the Claim:

    • Investigate whether the claim is based on specific metrics or anecdotal evidence. Check if there's existing data or reports that highlight this trend.
  • Time Period of Concern:

    • Identify the time frame during which the decline is observed. Is it a recent trend, or has it been ongoing over several months or years?
  • Existing Data Availability:

    • Assess what data is currently available for analysis. This could include user demographics, activity logs, and engagement metrics.
  • Comparison Groups:

    • Consider whether to compare young users against other age groups to determine if the trend is isolated or part of a broader pattern.