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© 2026 DSAPatterns

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QuestionsBucket SortTop K Frequent Words

Top K Frequent Words

MEDIUM

Master this problem using the Bucket Sort pattern.

Solve on LeetCode
Pattern: Bucket Sort
Pattern Intuition & Strategy

When approaching Top K Frequent Words, look for key problem signals that suggest using the Bucket Sort pattern. Focus on reducing redundant iterations, maintaining state invariant, and optimizing space-time complexity.

Key Invariant

Maintain optimal range bounds or hash frequency state during traversal.

Expected Complexity

Time: O(N) or O(N log N) | Space: O(1) to O(N)

Study Resource

Need code templates for Bucket Sort?

Check out our visual cheatsheet with copy-paste C++ code skeletons.

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