I'm just an old geezer programmer, but my daughter is studying e-tox at UC Davis. I have discussed with her how important computer code is becoming in the ability to recreate results in studies.
This is a good example of providing that kind of transparency.
Somewhat off-topic, but there's a professor at UC Davis whose blog I've followed for several years who advocates open, reproducible science. Your daughter might be interested in the the workshops his lab runs: https://dib-training.readthedocs.io/en/pub/. The next one is Nov 17.
This is a good example of providing that kind of transparency.