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What are the complexities of different data structures?

An example of an AI chatbot conversation about data structures and their complexities.

😀
You

What are the time complexities of common data structures?

MagicBuddy
MagicBuddy

The time complexities vary: Arrays have O(1) for access, O(n) for search; Linked Lists have O(n) for access, O(1) for insertion.

😀
You

How does the complexity differ between a stack and a queue?

MagicBuddy
MagicBuddy

Both stack and queue have O(1) time complexity for push and pop operations, but their usage patterns differ.

😀
You

Can you explain the space complexity of a binary tree?

MagicBuddy
MagicBuddy

A binary tree has a space complexity of O(n) where n is the number of nodes, as each node requires space.

😀
You

What about hash tables? What are their complexities?

MagicBuddy
MagicBuddy

Hash tables have average O(1) time complexity for insertions, deletions, and lookups, but can degrade to O(n) in worst cases.

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