Union Find algorithm is essential for graph data structure problems, determining connections between vertices based on existing edges.Real-world applications include LinkedIn, where it shows users' connections based on levels of relation.The algorithm uses Find to determine the root representative of a vertex's set and Union to merge vertices.Initially, each vertex is in its own set and has the same rank.The Find method recursively finds the root representative of a vertex's set.The Union method merges two vertices into a single set based on their ranks.Path Compression optimizes the Find method by reducing the path to the root representative.The Find method helps in determining the representative element of a set efficiently.The Union method combines two sets into one by considering their ranks.Implementations like LinkedIn's connection display utilize Union Find algorithm for efficient computation.