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Data Interview Question

Alexa's Effect on Prime Music

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Requirements Clarification & Assessment

Objective Definition

  • Primary Objective: Determine the impact of integrating Prime Music with Alexa devices on Prime Music subscriptions.
  • Secondary Objectives: Evaluate user engagement and retention metrics to understand the broader impact on user experience.

Key Metrics

  1. Subscription Metrics:
    • New Prime Music subscriptions
    • Retention rates of existing subscribers
    • Churn rate
  2. Engagement Metrics:
    • Average time spent on Prime Music
    • Frequency and duration of usage
    • Number of songs played
  3. User Experience Metrics:
    • Customer satisfaction scores
    • Feedback on integration

Clarifying Questions

  • Are we focusing solely on subscription rates, or are engagement and retention equally important?
  • Is there a specific time frame for the analysis (short-term vs. long-term impact)?
  • Are there any promotional campaigns or incentives associated with the integration?
  • What specific regions or demographics are targeted for this analysis?

Assumptions

  • We have access to comprehensive data on Prime Music subscriptions and usage.
  • The integration is marketed to both existing and potential users.
  • The analysis will be conducted within a defined time frame post-integration.