Short Answer

Analyzing Computational Scaling for Pairwise Comparisons

A data scientist is running an analysis where the total processing time is directly proportional to the number of unique pairwise comparisons that must be made within a sample of individuals. The current computer system can process a sample of 5,000 individuals in one hour. The scientist upgrades to a new system that is four times faster. What is the approximate maximum number of individuals that can be processed in the same one-hour timeframe on the new system? Explain your reasoning.

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Updated 2025-08-06

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