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Data Interview Question

Group Well-being

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Requirements Clarification & Assessment

  1. Definition of Well-being:

    • Clarify what is meant by "well-being" in the context of a Meta/Facebook Group. Does it refer to user engagement, content quality, community growth, or compliance with platform policies?
  2. Objective:

    • Understand the primary objective of assessing group well-being. Is it to improve user experience, enhance group engagement, ensure policy compliance, or drive group growth?
  3. Scope:

    • Determine whether the assessment focuses on all groups across Meta/Facebook or specific types of groups (e.g., public vs. private, large vs. small).
  4. Data Availability:

    • Assess what data is available for analysis. This includes metrics like number of members, posts, interactions, sentiment analysis, and policy violations.
  5. Stakeholders:

    • Identify key stakeholders involved in the assessment process, such as group admins, Meta/Facebook policy teams, and data analysts.
  6. Constraints:

    • Consider any constraints such as data privacy regulations, computational limitations, and the need for real-time analysis.
  7. Timeframe:

    • Establish the timeframe for the assessment. Is it a one-time analysis or an ongoing monitoring effort?