Workflow

Ask yourself: Who are you coding / writing / researching for? Data scientists have an audience, such as screenwriters or movie directors. Who is your audience?

Git is of great use and provides version control to your research project, and makes collaboration easy. The often overlooked module git subtree allows you to publish a specific subfolder of your project, e.g. your data folder, to a separate GitHub repository.