Estimation question
Estimate the aggregate number of miles joggers run in Central Park NY City in a year.
- Estimation
- Easy
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What this question tests
Estimation skill combining park usage patterns, park size, and reasonable running behavior assumptions.
How to approach it
- Pick a method: estimate daily joggers in Central Park, average miles per jogger, then scale to a year.
- Estimate daily joggers: Central Park sees heavy foot traffic, assume roughly 5,000 to 10,000 joggers on an average day across seasons.
- Assume an average distance per jogging session, roughly 3 miles per person per visit.
- Multiply daily joggers by average miles to get a daily mileage total.
- Adjust for seasonality, since winter and bad weather reduce joggers meaningfully, so apply a seasonal average rather than peak day numbers.
- Multiply the adjusted daily average by 365 to reach an annual estimate, stated as an order of magnitude.
What a strong answer includes
- Breaks the estimate into daily joggers times average distance rather than guessing a yearly total directly.
- Applies a seasonal adjustment, correctly noting winter reduces park usage rather than assuming a flat daily average all year.
- States clear numeric assumptions, like 7,000 average daily joggers and 3 miles each, marked as estimates.
- Arrives at an order of magnitude, in the range of several million miles per year, with visible math.
Common mistakes
- Using peak summer weekend numbers as the year round daily average.
- Skipping the seasonal adjustment entirely and giving a flat multiplication.
Likely follow-up questions
- How would weather and season change your estimate?
- How would you validate this using real park data if available?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop