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Counting Sort — Faster Than Quick Sort?

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May 21, 2026
35:40

#countingsort #dsa #algorithms #javascript #sortingalgorithms #computerscience Can Counting Sort actually beat Quick Sort? 🤯 In this video, we’ll deeply understand the Counting Sort algorithm from scratch and learn why it can achieve linear time complexity O(n + k) under the right conditions. You’ll learn: ✅ How Counting Sort works step-by-step ✅ Stable vs Unstable Counting Sort ✅ Support for negative numbers ✅ When you SHOULD use Counting Sort ✅ When you should NEVER use it ✅ Time Complexity of Counting sort ✅ Space Complexity of Counting sort ✅ Why complexity can be: • Linear • O(n + k) • Quadratic/Exponential/Factorial ✅ Full JavaScript implementation This episode is designed for: • DSA learners • Interview preparation • Computer science students • Software engineers wanting stronger fundamentals ⏮️Previous: https://youtu.be/F21k-0kp7YQ 📃Full Series: https://www.youtube.com/playlist?list=PLQWOOhLsUv1JC8ieumWYDqz0fnjq90K90 Timestamps⌚: 00:00 Intro 01:31 Dry Run of Counting Sort 07:49 Implementing Naive version of Counting Sort in JavaScript 12:28 Limitations of Counting Sort 16:50 Adding support for negative numbers in Counting Sort 21:26 Making Counting sort Stable 29:04 Time and Space Complexities of Counting Sort (n, n+m, n!)

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Counting Sort — Faster Than Quick Sort? | NatokHD