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Designing Data and
Analytical Workflows

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Foundations

Introduction

Who Wrote This?

Principles for Data and Analytical Workflows

Reproducibility

Reproducibility in Practice

Openness

Portability

Traceability

Setting Up A Reproducible Workflow in R

Setting Up A Reproducible Workflow in Python

Maintainability

Maintainability in Practice

Optimality

Optimality in Practice

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Maintainability in Practice

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