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Data Interview Question

Proposing a New Yelp Functionality

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Requirements Clarification & Assessment

  1. Understanding Existing Features:

    • Familiarize yourself with the current functionalities of Yelp, especially how restaurant reviews and ratings work.
    • Identify any existing mechanisms for users to highlight specific dishes or services.
  2. Identifying User Needs:

    • Recognize the need for users to quickly identify highly-rated dishes without sifting through lengthy reviews.
    • Consider scenarios where users have specific dish preferences but limited time to read reviews.
  3. Target Audience:

    • Determine if the feature is primarily for casual diners looking for quick recommendations or for food enthusiasts seeking the best dish experiences.
  4. Pain Points:

    • Users struggle with decision fatigue due to an overwhelming number of options.
    • Difficulty in identifying the best dishes from reviews that focus more on overall restaurant experiences.
  5. Technical Constraints:

    • Assess Yelp's current data collection capabilities and how they can be adapted to support dish-specific ratings.
    • Evaluate the challenges in integrating new data types, like specific dish votes, into existing systems.
  6. Stakeholder Input:

    • Gather insights from Yelp's business and marketing teams to understand how this feature aligns with broader business goals.
    • Engage with restaurant owners to gauge their interest and potential concerns about dish-specific ratings.