- Evaluate folder and file structure of a project.
- Recognize common problems that occur in file organization.
- Distinguish between input and output files.
- Integrate file naming standards into projects.
Using what we have learned so far, we are going to set up a new project in a way that facilitates reproducibility.
Resources:
- slides
- good example 1 of a reproducible project in the wild
- good example 2 of a reproducible project in the wild
Exercise: Imagine you have just been funded for an exciting new project. Working with a partner, create a folder, directory structure and file naming conventions for the project.
Think about these questions as you create your project:
- What type of study is this?
- What kind of data are you going to collect?
- What are the file formats of the raw data?
- Will the raw data need transformation / modification before analyses?
- What types of analyses will you do with the data?
- How will you store and communicate exploratory analyses and results?
- What software / scripts will you use to do the analyses?
- How will you make your figures for an eventual paper?
- Who are your collaborators?