A pipeline for time series data

[Zethson]

Description of feature

IMO it is incredibly important that we have a pipeline in mind that we implement. It should be general but also touch many use cases that actual users have. This pipeline should also be reflected in our documentation

[Zethson]

@eroell you've already largely addressed this in our new use case. What things do you wish you had when working on your use case that we don't have yet? What other things would you add to your use case?