Neo4j, Data Science, Graph Algorithms, Community Detection, Centrality.
It is a community detection algorithm used to find disconnected networks or islands within our graph. As we are only interested in the count of disconnected components, we can run the stats variant of the algorithm. CALL gds.wcc.stats('similarity_network') YIELD componentCount,