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Google Cloud has launched graph algorithms in preview for Spanner Graph, enabling users to perform real-time centrality, community detection, and similarity analysis using ISO GQL. This allows for deeper insights into connected data, with applications ranging from fraud detection to hyper-personalized recommendations without complex ETL pipelines. Streaming platforms like SoundCloud are leveraging these capabilities for music recommendations and identifying creator hubs.