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Data Interview Question

Enhancing Search Functionality

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Requirements Clarification & Assessment

  1. Understanding the Objective:

    • The goal is to enhance the search feature within the Facebook app specifically for users seeking activities in San Francisco.
    • Focus on improving the relevance and user satisfaction with search results.
  2. Current Search Functionality:

    • Investigate the existing search algorithm and its performance metrics.
    • Determine if there is historical data on user interactions with search results.
    • Clarify if there are any existing issues or user complaints with the current search functionality.
  3. User Demographics and Behavior:

    • Identify the target user demographic for the search feature.
    • Understand common search queries and user intent when searching for activities in San Francisco.
  4. Technical Constraints:

    • Assess any technical limitations or constraints of the current system.
    • Determine if there are plans for A/B testing or other experimental evaluations.
  5. Success Metrics:

    • Define what constitutes a successful search experience (e.g., relevance, speed, user engagement).
    • Establish key performance indicators (KPIs) such as click-through rate (CTR), average response time, and user feedback.