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Data Interview Question

Sales of Blue Paint in the US

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Requirements Clarification & Assessment

  1. Clarifying the Scope:

    • Type of Paint: Determine whether the question pertains to household paint, commercial paint, or a combination of both.
    • Paint Format: Clarify if the paints are in gallons, liters, or another unit.
    • Demographic Focus: Confirm if the focus is on residential, commercial, or industrial sectors.
    • Timeframe: Verify if the data pertains to a calendar year or fiscal year.
  2. Assumptions:

    • Population: Assume a US population of approximately 330 million.
    • Household Size: Average household size is around 3 people.
    • House Repainting Frequency: Homes are repainted every 5 years on average.
    • Blue Paint Preference: Assume 5-10% of the paint used is blue.
    • Commercial vs. Residential: Determine the proportion of paint used for commercial versus residential purposes.
  3. Data Sources:

    • Census Data: Use US Census data for population and household estimates.
    • Industry Reports: Refer to paint industry reports for average consumption and color preference trends.
    • Market Surveys: Utilize market surveys to determine the popularity of blue paint.