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Refactor Nested Loops

#refactoring #optimization #algorithms

Analyze and refactor a complex nested loop structure to improve performance and readability.

Analyze the following Python code snippet which contains nested loops resulting in O(n^3) time complexity. Identify the bottlenecks and rewrite the code to achieve O(n^2) or better using hash maps or generator expressions. Explain the trade-offs of your chosen approach regarding memory usage and speed.