Data Structure time complexity

Data Structure Time Complexity Space Complexity
Average Worst
Access Search Insertion Deletion
Array Θ(1) Θ(n) Θ(n) Θ(n) O(n)
Stack Θ(n) Θ(n) Θ(1) Θ(1) O(n)
Queue Θ(n) Θ(n) Θ(1) Θ(1) O(n)
Singly-Linked List Θ(n) Θ(n) Θ(1) Θ(1) O(n)
Doubly-Linked List Θ(n) Θ(n) Θ(1) Θ(1) O(n)
Skip List Θ(log(n)) Θ(log(n)) Θ(log(n)) Θ(log(n)) O(n log(n))
Hash Table N/A Θ(1) Θ(1) Θ(1) O(n)
Binary Search Tree Θ(log(n)) Θ(log(n)) Θ(log(n)) Θ(log(n)) O(n)
Cartesian Tree N/A Θ(log(n)) Θ(log(n)) Θ(log(n)) O(n)
B-Tree Θ(log(n)) Θ(log(n)) Θ(log(n)) Θ(log(n)) O(n)
Red-Black Tree Θ(log(n)) Θ(log(n)) Θ(log(n)) Θ(log(n)) O(n)
AVL Tree Θ(log(n)) Θ(log(n)) Θ(log(n)) Θ(log(n)) O(n)

Array Sorting Algorithms

Algorithm Time Complexity Space Complexity
Best Average Worst Worst
Quicksort Ω(n log(n)) Θ(n log(n)) O(n^2) O(log(n))
Mergesort Ω(n log(n)) Θ(n log(n)) O(n log(n)) O(n)
Heapsort Ω(n log(n)) Θ(n log(n)) O(n log(n)) O(1)
Bubble Sort Ω(n) Θ(n^2) O(n^2) O(1)
Insertion Sort Ω(n) Θ(n^2) O(n^2) O(1)
Selection Sort Ω(n^2) Θ(n^2) O(n^2) O(1)
Tree Sort Ω(n log(n)) Θ(n log(n)) O(n^2) O(n)
Shell Sort Ω(n log(n)) Θ(n(log(n))^2) O(n(log(n))^2) O(1)
Bucket Sort Ω(n+k) Θ(n+k) O(n^2) O(n)
Radix Sort Ω(nk) Θ(nk) O(nk) O(n+k)
Counting Sort Ω(n+k) Θ(n+k) O(n+k) O(k)
Cubesort Ω(n) Θ(n log(n)) O(n log(n)) O(n)

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