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Solution: Top K Frequent Words

Explore how to implement a solution for finding the top K most frequent words from a list by combining a trie data structure, frequency mapping, and bucket sort. Understand the step-by-step approach to organize words by frequency and retrieve results sorted by frequency and lexicographical order, all while keeping time complexity to O(N).

Statement

Given a list of strings words and an integer k, return the k most frequently occurring strings.

Note: The result should be sorted in descending order based on frequency. If multiple words have the same frequency, they should be sorted in lexicographical order.

Constraints:

  • 11 \leq words.length 100\leq 100

  • 11 \leq words[i].length 10\leq 10

  • 11 \leqk \leq number of unique words in the list

  • words[i] consists of lowercase English letters. ...

Solution