How can I improve the performance of my dictionary in Python?

How can I improve the performance of my dictionary in Python?

You can improve dictionary performance by using built-in methods, optimizing key access, and profiling your code.

What built-in methods should I use?

Use methods like get() for safe access and setdefault() for initializing keys efficiently.

How do I profile my dictionary's performance?

You can use the cProfile module to measure the time spent on dictionary operations and identify bottlenecks.

Are there any alternatives to dictionaries for better performance?

Yes, consider using collections.defaultdict or collections.Counter for specific use cases that require better performance.