Fermi Estimate of Daily Breaths Across Sleep, Rest and Exercise

Quick Overview

A classic estimation question asking how many breaths people take in a day. It tests building a clear equation, labeling assumptions about breathing rates during sleep, rest and exercise, doing the arithmetic cleanly, sanity-checking the result, and scaling the estimate from one person to the whole population.

Fermi Estimate of Daily Breaths Across Sleep, Rest and Exercise

Company: Google

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

Estimate how many breaths we take in a day. ```hint Not one rate all day Breathing speed changes over 24 hours. Split the day into a few states with clearly different rates before you multiply anything. ``` ### Clarifying Questions - Should "we" mean one typical adult, or everyone alive combined? - Is the target a healthy adult on an ordinary day, or should children, who breathe faster, be included? - How precise does the answer need to be: the right order of magnitude, or within roughly 20%? ### What a Strong Answer Covers - A clear equation that splits the day by activity level - Breathing-rate and duration assumptions, each labeled and briefly justified - Clean arithmetic with sensible rounding - A sanity check against an independent anchor - How the estimate changes for other groups, and which assumption it is most sensitive to ### Follow-up Questions - How would your number change for a newborn, or for a marathon runner on race day? - Extend the estimate to everyone on Earth. Which assumption moves the total most? - If a wearable maker wanted the real figure, how would you measure it instead of estimating it?

Overview: A classic estimation question asking how many breaths people take in a day. It tests building a clear equation, labeling assumptions about breathing rates during sleep, rest and exercise, doing the arithmetic cleanly, sanity-checking the result, and scaling the estimate from one person to the whole population.

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Google
Dec 28, 2024
mediumProduct ManagerOtherProduct / Decision Making
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Estimate how many breaths we take in a day.

Clarifying Questions Guidance

  • Should "we" mean one typical adult, or everyone alive combined?
  • Is the target a healthy adult on an ordinary day, or should children, who breathe faster, be included?
  • How precise does the answer need to be: the right order of magnitude, or within roughly 20%?

What a Strong Answer Covers Guidance

  • A clear equation that splits the day by activity level
  • Breathing-rate and duration assumptions, each labeled and briefly justified
  • Clean arithmetic with sensible rounding
  • A sanity check against an independent anchor
  • How the estimate changes for other groups, and which assumption it is most sensitive to

Follow-up Questions Guidance

  • How would your number change for a newborn, or for a marathon runner on race day?
  • Extend the estimate to everyone on Earth. Which assumption moves the total most?
  • If a wearable maker wanted the real figure, how would you measure it instead of estimating it?