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Data Interview Question

San Francisco Road Length

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Requirements Clarification & Assessment

  1. Clarifying the Scope:

    • Definition of "Roads": Determine if all types of roads are included, such as highways, residential streets, alleys, etc.
    • Geographical Scope: Confirm if the question pertains to the city of San Francisco or the broader Bay Area.
    • Unit of Measurement: Establish whether the length should be reported in miles or kilometers.
  2. Understanding the Context:

    • Purpose of the Calculation: Understanding if the purpose is for planning, reporting, or another specific use can guide the level of accuracy required.
    • Data Availability: Determine if there is access to official datasets or if estimations are necessary.
  3. Assumptions:

    • Roads are considered as linear features with a consistent width.
    • The city area and land use distribution are known or can be estimated.
    • The road network is static for the purpose of this calculation, disregarding ongoing construction or closures.