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Data Interview Question

Counting Windows in New York City

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Requirements Clarification & Assessment

  1. Objective Understanding:

    • The goal is to estimate the number of windows in New York City.
    • This estimation should involve a logical breakdown and reasoning process rather than aiming for precise accuracy.
  2. Clarifying Assumptions:

    • What is the scope of "windows"? Does it include residential, commercial, vehicle, and public transport windows?
    • Are we considering all five boroughs of NYC?
  3. Data Sources:

    • Do we have access to any datasets like the NYC building registry, vehicle registration data, or public transport statistics?
    • Is there a specific dataset or methodology the interviewer expects to be used?
  4. Constraints & Requirements:

    • Is there an acceptable margin of error for this estimation?
    • Is there a time limit or budget constraint for this estimation process?
  5. Purpose & Audience:

    • Who will use this estimation, and for what purpose? Is it for urban planning, academic research, or business analysis?
  6. Expected Output:

    • Should the output be a single number or a range?
    • Is there a need for a detailed breakdown of the estimation process?