write tests for all functions with https://testthat.r-lib.org/ - [ ] should make sure that input and output are the same as before - [ ] anytime we find an issue, make a minimal test for it to see that it works - [ ] i.e. often the Analysis column wasn't found on the input, testthat it is there and what type it is! (it switches from <character> to <integer> early in the workflow.