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Data Structures and Algorithms – Step-by-Step Visualizations

Master the fundamentals of computer science through interactive, step-by-step visualizers. Our platform breaks down complex algorithms like Binary Search, Quick Sort, and Dijkstra's algorithm into easy-to-understand visual steps, allowing you to see exactly how data moves and potential pitfalls in real-time.

Arrays & Hashing

Core data structures for data organization

Contains Duplicate

Check if any value appears at least twice

EASY•Step-by-Step

Two Sum (Sorted)

Find two numbers that add up to target

EASY•Step-by-Step

Remove Duplicates

Remove duplicates from sorted array in-place

EASY•Step-by-Step

Move Zeros

Move all zeros to end while maintaining order

EASY•Step-by-Step

Kadane's Algorithm

Maximum subarray sum

MEDIUM•Step-by-Step

Rotate Array

Rotate array by k positions

MEDIUM•Step-by-Step

Sort 0s, 1s, 2s

Dutch National Flag - sort array of 0, 1, 2

MEDIUM•Step-by-Step

Majority Element (n/2)

Boyer-Moore voting algorithm

EASY•Step-by-Step

Pascal's Triangle Row

Generate nth row of Pascal triangle

MEDIUM•Step-by-Step

Find Duplicate Number

Floyd's cycle detection for duplicates

MEDIUM•Step-by-Step

Grid Unique Paths

Count paths in m x n grid

MEDIUM•Step-by-Step

Merge Overlapping Intervals

Merge overlapping intervals

MEDIUM•Step-by-Step

Longest Consecutive Sequence

Find longest consecutive elements

MEDIUM•Step-by-Step

4-Sum

Find quadruplets summing to target

HARD•Step-by-Step

Rotate Matrix

Rotate N x N matrix 90 degrees

MEDIUM•Step-by-Step

Next Permutation

Next lexicographically greater permutation

HARD•Step-by-Step

Merge Sorted Arrays

Merge two sorted arrays without extra space

HARD•Step-by-Step

Majority Element II

Find elements > n/3 times

MEDIUM•Step-by-Step

Repeat and Missing Number

Find duplicate and missing in 1..N

MEDIUM•Step-by-Step

Largest Subarray with K Sum

Longest subarray summing to K

MEDIUM•Step-by-Step

Count Subarrays with XOR K

Count subarrays having XOR K

MEDIUM•Step-by-Step

Pascal Triangle

Generate Pascal Triangle rows

EASY•Step-by-Step

Stock Buy and Sell

Max profit from single buy-sell

EASY•Step-by-Step

Rotate Matrix 90°

Rotate NxN matrix clockwise

MEDIUM•Step-by-Step

Inversion Count

Count inversions using merge sort

HARD•Step-by-Step

Pow(x, n)

Calculate x^n efficiently

MEDIUM•Step-by-Step

Reverse Pairs

Count pairs where i<j and a[i]>2*a[j]

HARD•Step-by-Step

Advanced Matrix

2D array manipulation and traversal

Binary Search Variants

Beyond basic binary search

Sorting Algorithms

Divide-and-conquer and stability

Recursion & Backtracking

Mind-bending recursive patterns

Stack Algorithms

Hidden control flow made explicit

Linked List

Pointer manipulation and traversal

Tree Algorithms

Hierarchy and recursion combined

Binary Search Tree

Ordered hierarchical data

Graph Algorithms

Real-world systems thinking

Dynamic Programming

Where visualization is GOLD

Greedy Algorithms

Why 'local' sometimes works

String Algorithms

Text processing patterns

Heap Algorithms

Priority queue and heap-based solutions

Graph Traversals

BFS and DFS graph exploration algorithms

Advanced Cache

LRU and other cache implementations