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Data analyses are often complex. Data pipelines are ways of managing that complexity. Our data pipelines have two foundational pieces:

• Good organization of code scripts help you quickly find the file you need, whether you or a teammate created it.

• Dependency managers such as remake, scipiper, and drake formalize the relationships among the datasets and functions to ensure reproducibility while also minimizing the amount of unnecessary runtime as you're creating or modifying parts of the pipeline.

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