Comparing Growth Across Uneven Cities

Scenario

You are comparing growth in a ride marketplace across cities that have very different baselines, seasonality, and holiday patterns. Some cities are mature and stable, others are small and volatile, and simple percent growth is giving conflicting rankings.

Question

How would you structure an analysis to compare growth across cities with very different demand patterns?

Problem

Scenario

Question

How would you structure an analysis to compare growth across cities with very different demand patterns?

Example Data

Goal·Compare city growth fairly despite different baselines and volatilityCities·Beijing, Chengdu, HarbinPre averages·120000, 42000, 9000 weekly ordersPost averages·126000, 47040, 10800 weekly ordersBenchmark growth·3%

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Scenario

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How would you structure an analysis to compare growth across cities with very different demand patterns?

Example Data

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Scenario

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How would you structure an analysis to compare growth across cities with very different demand patterns?

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Comparing Growth Across Uneven Cities

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