The purpose of an INTERACT data science blog post is to provide a reproducible example and explanation of an advanced method used for INTERACT papers. You can see the full template and getting started page here with .Rmd file available here. There are lots of existing tutorials for very basic tasks like simple ML problems or making maps. What we want to do is get deeper with the tutorials and methods.
stack overflow describes a minimal, reproducible example as a the following:
- Minimal: Use as little code as possible that still produces the same problem
- Complete: Provide all parts someone else needs to reproduce your problem in the question itself
- Reproducible: Test the code you're about to provide to make sure it reproduces the problem
The basic idea is as follows:
- Show the data
- Provide all of the code to produce the results
- Provide interpretive discussion of the output at each step