Quick tips for data management and reproducible research

Good stuff here.

Another scientist should be able to reproduce your entire research pipeline, from data collection to final figures, without having to email you with questions. It sounds intimidating, but it doesn't have to be, and in practice it's usually not that much extra work. You already know all the information they would need, it's largely just a matter of being mindful of how you do things and keeping a record. More selfishly, working in a reproducible way will make your own life easier, especially when you have to come back to a project months or years later.