Web Reference: Nov 12, 2025 · Python's collections.Counter offers a simpler way to achieve the same result, it automatically counts element frequencies. The logic remains the same: Count how often each element appears. Arrange elements in sorted order based on their counts. Before we implement the Counting Sort algorithm in a programming language, let's manually run through a short array, just to get the idea. Step 1: We start with an unsorted array. In this guide, you will learn how Counting Sort works, implement both standard and stable versions, explore a Pythonic approach using Counter, and understand when this algorithm is the right choice.
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