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What are data analysis pipelines?

A data pipeline is a set of actions that ingest raw data from disparate sources and move the data to a destination for storage and analysis. A pipeline also may include filtering and features that provide resiliency against failure. There are essentially three major types of pipelines along the transportation route: gathering systems, transmission systems, and distribution systems.