GraphX is Apache Spark's API for graph processing. It provides a distributed graph processing framework built on top of Spark. GraphX enables users to efficiently perform graph analysis, such as PageRank, connected components, and triangle counting, on large datasets. It unifies graph-parallel and data-parallel computation by extending the Spark RDD abstraction with a Resilient Distributed Property Graph. This allows for efficient graph manipulation, querying, and analytics within the Spark ecosystem. It's commonly used for social network analysis, recommendation systems, fraud detection, and bioinformatics.
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