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Data Interview Question

Instagram's Private Story Feature

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Requirements Clarification & Assessment

  1. Objective Understanding:

    • Primary Objective: The main goal of Instagram's private story feature is to enhance user engagement by fostering meaningful social interactions.
    • Secondary Objective: Retain existing users and potentially attract new users by offering a more personalized and private sharing option.
  2. Feature Context:

    • Existing vs. New: The feature has been in existence for about a year, implying that historical data is available for analysis.
    • Platform Interaction: We focus solely on Instagram, without considering cross-platform effects within Facebook's ecosystem.
  3. Business Questions:

    • Does the private story feature increase user engagement among its users?
    • Are there any noticeable changes in user behavior or engagement metrics post-adoption of the feature?
    • What demographic or user segments are most positively impacted by this feature?
  4. Engagement Metrics:

    • Average time spent on Instagram by users who use the private story feature.
    • Average number of interactions (likes, comments) on private stories.
    • DAU, MAU, and retention rates for users utilizing the feature.
  5. Data Requirements:

    • Historical data on user interactions with private stories.
    • Segmented data based on user demographics, geography, and engagement levels.