LeetCode 1394: Find Lucky Integer in an Array | Python Solution | Hash Map / Counting

Published: 19 August 2025
on channel: Code Scribbler
38
2

🔍 In this problem, we need to find the largest lucky integer in an array, where a lucky integer has a frequency equal to its value. #leetcode #python #hashmap #counting #codinginterview

⏱️ Time Complexity: O(n) | 🧠 Space Complexity: O(n)

📋 Timestamps
00:00 - Understanding problem statement
00:56 - Brute force
01:16 - Dry run
03:13 - Big O Notation calculated
03:55 - Python code walk-through
04:39 - Solution analysis - runtime + memory
04:46 - Conclusion

🔑 Key Concepts
Hash Map / Counter for frequency tracking
Array manipulation
Frequency counting
Linear traversal techniques

📚 Learning Points
How to efficiently count frequencies in an array
Using Python's Counter class from collections module
Finding maximum value meeting specific conditions
Optimizing solution with single pass approaches

🔗 Related Problems
LeetCode 387: First Unique Character in a String
LeetCode 347: Top K Frequent Elements
LeetCode 1207: Unique Number of Occurrences
LeetCode 1748: Sum of Unique Elements

👥 Target Audience
This video is for coding interview candidates, software engineers preparing for technical interviews, and Python enthusiasts looking to enhance their problem-solving skills.

🧩 Prerequisites
Basic understanding of Python syntax
Knowledge of dictionaries and hash maps
Familiarity with array data structures

🔗 Links
LeetCode problem: https://leetcode.com/problems/find-lu...
Solution code: https://leetcode.com/problems/find-lu...

💡 Additional Tips
Pay attention to the definition of a "lucky integer" - both value and frequency must be equal
Consider different approaches for frequency counting beyond dictionaries
Remember to handle edge cases where no lucky integers exist

🚀 Call to Action
If you found this solution helpful, please hit the like button and subscribe for more coding interview preparation content! Share your thoughts or alternative solutions in the comments below. #pythonsolution #codinginterviews #leetcodeproblem


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