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A cookbook is a collection of computational recipes united by a common theme. Industry-based cookbooks are common tasks that an analyst needs to perform in a particular industry.
A recipe is a case study narrative and step-by-step walkthrough that shows how to combine algorithms to extract the information required for a report.
A request is a set of specifications that detail the desired inputs and outputs of your custom algorithm. Engineers from around the world create tools according to your specifications.