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Data Interview Question

New Composer Design

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Requirements Clarification & Assessment

Objective: The primary goal of redesigning the Facebook composer to resemble Instagram's interface is to increase user engagement, specifically through:

  • Increased photo and video posts
  • Higher overall post frequency

Key Metrics to Consider:

  1. Engagement Metrics:
    • Number of posts per active user
    • Photo/video posts per active user
    • Overall session duration
    • Interaction rates (likes, comments, shares)
  2. Retention Metrics:
    • Monthly active users (MAUs)
    • Weekly active users (WAUs)
    • Daily active users (DAUs)
  3. Drop-off Metrics:
    • Composer drop-off rate
    • Comparison of drop-off rates between the current and new composer designs

Hypotheses to Test:

  • The new design will increase the frequency of photo and video posts.
  • The new design will lead to higher engagement metrics.
  • The new design may affect non-visual content posting negatively.

Target Audience:

  • Users who actively engage with Facebook through posting
  • Users who have a history of photo/video sharing

Assumptions:

  • Users are familiar with Instagram's interface and will adapt quickly to the new design on Facebook.
  • Increased photo/video posts will positively impact overall engagement.